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Yuxin-CV/QueryInst_Swin_L_300_queries_test_mask.txt

Created May 17, 2021 02:53
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QueryInst-Swin-L mask AP @ COCO test-dev
Raw
QueryInst_Swin_L_300_queries_test_mask.txt
Annotation Type: segm
loading annotations into memory...
Done (t=2.99s)
creating index...
index created!
Loading and preparing results...
DONE (t=51.18s)
creating index...
index created!
evaluate category: person
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=82.42s).
Accumulating evaluation results...
DONE (t=9.49s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.544
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.870
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.605
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.368
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.593
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.728
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.188
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.562
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.632
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.489
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.684
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.806
evaluate category: bicycle
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=5.09s).
Accumulating evaluation results...
DONE (t=0.55s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.277
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.629
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.214
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.174
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.305
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.461
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.207
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.367
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.395
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.282
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.433
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.598
evaluate category: car
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=14.50s).
Accumulating evaluation results...
DONE (t=1.86s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.500
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.792
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.548
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.393
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.630
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.714
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.206
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.579
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.624
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.533
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.740
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.833
evaluate category: motorcycle
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=5.26s).
Accumulating evaluation results...
DONE (t=0.45s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.431
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.778
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.437
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.204
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.396
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.615
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.252
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.499
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.528
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.309
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.513
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.708
evaluate category: airplane
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=4.42s).
Accumulating evaluation results...
DONE (t=0.53s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.555
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.910
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.613
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.397
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.535
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.686
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.382
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.618
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.639
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.510
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.618
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.759
evaluate category: bus
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=4.16s).
Accumulating evaluation results...
DONE (t=0.57s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.764
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.913
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.843
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.320
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.644
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.878
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.545
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.824
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.829
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.540
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.751
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.920
evaluate category: train
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=3.78s).
Accumulating evaluation results...
DONE (t=0.46s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.726
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.928
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.829
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.447
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.516
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.782
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.646
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.792
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.796
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.539
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.608
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.850
evaluate category: truck
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=6.09s).
Accumulating evaluation results...
DONE (t=1.07s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.471
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.663
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.542
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.254
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.454
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.645
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.408
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.680
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.701
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.564
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.704
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.808
evaluate category: boat
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=7.28s).
Accumulating evaluation results...
DONE (t=0.82s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.338
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.663
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.311
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.247
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.414
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.481
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.154
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.426
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.505
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.416
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.569
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.670
evaluate category: traffic light
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=6.27s).
Accumulating evaluation results...
DONE (t=0.95s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.368
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.660
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.375
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.314
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.527
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.614
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.190
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.504
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.538
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.486
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.691
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.794
evaluate category: fire hydrant
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=2.70s).
Accumulating evaluation results...
DONE (t=0.28s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.686
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.913
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.813
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.491
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.704
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.771
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.717
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.756
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.758
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.593
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.757
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.844
evaluate category: stop sign
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=3.24s).
Accumulating evaluation results...
DONE (t=0.46s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.774
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.867
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.846
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.541
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.756
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.906
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.779
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.866
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.866
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.760
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.842
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.951
evaluate category: parking meter
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=10.52s).
Accumulating evaluation results...
DONE (t=0.28s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.542
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.722
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.626
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.261
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.547
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.811
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.456
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.675
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.681
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.422
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.649
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.913
evaluate category: bench
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=9.85s).
Accumulating evaluation results...
DONE (t=1.94s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.305
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.538
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.312
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.136
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.292
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.511
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.277
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.445
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.476
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.301
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.489
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.674
evaluate category: bird
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=10.35s).
Accumulating evaluation results...
DONE (t=1.58s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.429
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.744
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.461
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.283
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.593
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.683
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.188
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.452
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.541
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.427
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.693
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.771
evaluate category: cat
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=4.17s).
Accumulating evaluation results...
DONE (t=0.57s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.733
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.938
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.862
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.301
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.666
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.766
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.659
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.813
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.820
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.600
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.750
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.849
evaluate category: dog
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=4.69s).
Accumulating evaluation results...
DONE (t=0.74s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.665
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.921
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.791
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.396
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.635
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.743
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.617
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.760
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.764
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.505
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.727
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.842
evaluate category: horse
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=5.93s).
Accumulating evaluation results...
DONE (t=0.70s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.563
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.917
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.633
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.370
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.547
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.659
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.337
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.643
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.658
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.493
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.637
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.752
evaluate category: sheep
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=7.03s).
Accumulating evaluation results...
DONE (t=0.63s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.562
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.865
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.645
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.447
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.621
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.718
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.122
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.540
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.662
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.563
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.706
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.820
evaluate category: cow
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=6.52s).
Accumulating evaluation results...
DONE (t=0.54s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.583
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.891
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.670
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.468
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.598
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.762
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.187
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.587
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.672
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.576
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.691
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.828
evaluate category: elephant
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=5.05s).
Accumulating evaluation results...
DONE (t=0.44s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.704
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.953
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.826
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.545
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.650
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.767
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.327
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.728
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.776
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.651
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.735
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.833
evaluate category: bear
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=3.43s).
Accumulating evaluation results...
DONE (t=0.41s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.780
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.954
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.911
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.604
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.698
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.820
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.627
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.843
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.849
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.700
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.771
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.882
evaluate category: zebra
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=5.43s).
Accumulating evaluation results...
DONE (t=0.50s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.638
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.947
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.756
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.438
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.609
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.737
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.269
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.664
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.710
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.561
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.679
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.804
evaluate category: giraffe
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=6.09s).
Accumulating evaluation results...
DONE (t=0.59s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.630
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.953
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.766
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.464
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.593
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.688
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.354
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.687
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.697
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.531
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.647
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.763
evaluate category: backpack
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=7.86s).
Accumulating evaluation results...
DONE (t=1.45s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.330
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.581
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.346
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.257
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.406
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.425
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.336
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.542
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.561
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.454
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.651
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.753
evaluate category: umbrella
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=5.41s).
Accumulating evaluation results...
DONE (t=0.62s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.551
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.799
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.619
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.407
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.587
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.740
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.286
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.630
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.675
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.534
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.711
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.855
evaluate category: handbag
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=8.02s).
Accumulating evaluation results...
DONE (t=1.75s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.287
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.546
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.266
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.239
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.372
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.346
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.277
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.500
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.517
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.432
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.632
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.769
evaluate category: tie
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=4.67s).
Accumulating evaluation results...
DONE (t=0.69s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.493
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.780
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.546
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.355
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.621
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.701
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.375
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.569
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.594
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.460
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.716
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.816
evaluate category: suitcase
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=5.03s).
Accumulating evaluation results...
DONE (t=0.61s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.536
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.765
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.596
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.277
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.538
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.672
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.262
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.623
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.702
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.459
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.720
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.815
evaluate category: frisbee
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=2.85s).
Accumulating evaluation results...
DONE (t=0.34s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.642
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.892
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.749
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.583
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.725
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.800
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.596
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.712
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.720
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.657
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.799
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.869
evaluate category: skis
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=4.93s).
Accumulating evaluation results...
DONE (t=0.56s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.112
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.374
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.027
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.090
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.191
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.099
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.118
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.216
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.246
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.176
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.378
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.517
evaluate category: snowboard
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=3.45s).
Accumulating evaluation results...
DONE (t=0.42s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.327
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.659
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.287
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.192
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.457
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.536
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.318
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.463
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.482
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.333
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.601
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.795
evaluate category: sports ball
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=4.95s).
Accumulating evaluation results...
DONE (t=0.74s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.599
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.860
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.684
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.546
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.819
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.789
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.503
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.670
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.695
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.650
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.881
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.835
evaluate category: kite
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=4.91s).
Accumulating evaluation results...
DONE (t=0.39s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.412
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.788
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.385
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.382
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.509
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.458
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.155
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.463
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.546
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.493
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.659
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.760
evaluate category: baseball bat
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=2.68s).
Accumulating evaluation results...
DONE (t=0.29s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.424
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.833
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.403
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.442
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.400
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.419
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.448
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.541
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.547
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.518
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.594
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.715
evaluate category: baseball glove
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=3.01s).
Accumulating evaluation results...
DONE (t=0.33s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.528
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.835
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.599
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.472
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.680
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.786
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.458
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.620
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.630
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.575
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.778
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.886
evaluate category: skateboard
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=4.40s).
Accumulating evaluation results...
DONE (t=0.49s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.415
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.837
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.384
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.324
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.494
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.514
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.361
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.532
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.549
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.421
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.633
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.785
evaluate category: surfboard
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=6.29s).
Accumulating evaluation results...
DONE (t=0.83s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.431
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.770
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.431
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.298
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.490
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.652
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.334
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.537
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.574
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.431
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.635
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.812
evaluate category: tennis racket
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=3.71s).
Accumulating evaluation results...
DONE (t=0.38s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.645
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.915
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.762
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.507
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.725
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.729
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.537
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.704
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.726
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.585
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.801
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.871
evaluate category: bottle
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=10.64s).
Accumulating evaluation results...
DONE (t=1.58s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.476
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.714
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.543
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.359
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.594
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.772
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.249
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.588
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.639
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.545
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.750
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.886
evaluate category: wine glass
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=3.75s).
Accumulating evaluation results...
DONE (t=0.39s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.457
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.741
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.481
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.317
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.584
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.670
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.215
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.531
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.571
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.418
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.698
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.842
evaluate category: cup
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=8.25s).
Accumulating evaluation results...
DONE (t=1.64s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.557
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.745
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.631
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.377
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.675
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.813
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.345
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.669
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.696
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.561
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.800
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.897
evaluate category: fork
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=11.98s).
Accumulating evaluation results...
DONE (t=0.47s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.304
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.676
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.208
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.210
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.452
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.430
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.291
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.410
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.417
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.303
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.560
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.635
evaluate category: knife
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=4.45s).
Accumulating evaluation results...
DONE (t=0.69s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.339
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.630
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.351
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.248
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.510
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.572
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.296
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.467
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.491
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.385
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.674
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.796
evaluate category: spoon
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=4.26s).
Accumulating evaluation results...
DONE (t=0.60s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.277
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.518
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.278
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.196
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.465
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.329
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.252
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.442
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.458
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.360
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.651
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.658
evaluate category: bowl
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=6.40s).
Accumulating evaluation results...
DONE (t=1.01s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.498
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.683
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.566
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.341
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.533
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.624
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.360
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.675
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.701
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.533
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.728
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.838
evaluate category: banana
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=5.95s).
Accumulating evaluation results...
DONE (t=0.51s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.291
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.487
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.308
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.137
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.327
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.517
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.140
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.392
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.538
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.316
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.622
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.800
evaluate category: apple
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=3.93s).
Accumulating evaluation results...
DONE (t=0.42s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.354
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.483
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.399
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.161
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.395
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.642
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.183
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.528
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.613
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.420
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.680
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.868
evaluate category: sandwich
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=3.44s).
Accumulating evaluation results...
DONE (t=0.41s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.523
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.709
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.564
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.168
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.409
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.657
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.368
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.683
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.742
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.386
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.651
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.867
evaluate category: orange
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=3.89s).
Accumulating evaluation results...
DONE (t=0.35s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.368
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.499
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.411
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.170
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.436
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.611
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.168
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.519
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.642
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.447
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.742
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.839
evaluate category: broccoli
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=5.43s).
Accumulating evaluation results...
DONE (t=0.50s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.336
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.575
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.363
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.169
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.331
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.418
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.163
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.494
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.601
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.392
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.583
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.712
evaluate category: carrot
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=4.46s).
Accumulating evaluation results...
DONE (t=0.41s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.268
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.453
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.291
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.223
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.307
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.369
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.116
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.445
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.562
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.459
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.617
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.759
evaluate category: hot dog
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=2.77s).
Accumulating evaluation results...
DONE (t=0.27s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.432
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.616
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.479
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.177
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.474
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.671
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.282
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.525
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.586
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.284
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.660
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.847
evaluate category: pizza
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=4.65s).
Accumulating evaluation results...
DONE (t=0.53s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.671
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.866
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.734
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.360
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.564
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.793
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.475
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.769
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.786
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.462
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.693
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.898
evaluate category: donut
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=4.65s).
Accumulating evaluation results...
DONE (t=0.50s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.641
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.812
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.726
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.390
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.661
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.781
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.187
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.619
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.769
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.557
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.788
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.890
evaluate category: cake
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=4.24s).
Accumulating evaluation results...
DONE (t=0.60s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.468
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.642
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.526
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.208
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.402
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.628
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.337
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.604
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.658
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.419
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.623
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.798
evaluate category: chair
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=15.78s).
Accumulating evaluation results...
DONE (t=2.78s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.328
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.617
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.315
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.200
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.391
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.458
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.185
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.457
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.511
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.364
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.566
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.707
evaluate category: couch
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=4.90s).
Accumulating evaluation results...
DONE (t=0.75s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.496
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.744
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.541
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.164
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.332
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.546
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.496
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.718
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.726
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.313
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.610
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.767
evaluate category: potted plant
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=6.03s).
Accumulating evaluation results...
DONE (t=1.05s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.291
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.558
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.287
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.210
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.341
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.334
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.265
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.481
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.505
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.373
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.537
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.658
evaluate category: bed
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=4.55s).
Accumulating evaluation results...
DONE (t=0.66s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.514
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.788
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.552
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.205
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.298
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.543
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.540
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.718
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.738
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.486
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.595
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.758
evaluate category: dining table
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=9.60s).
Accumulating evaluation results...
DONE (t=1.83s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.249
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.450
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.239
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.088
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.192
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.295
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.354
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.529
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.544
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.263
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.452
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.620
evaluate category: toilet
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=4.11s).
Accumulating evaluation results...
DONE (t=0.56s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.707
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.895
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.811
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.208
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.649
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.762
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.622
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.814
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.839
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.418
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.783
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.887
evaluate category: tv
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=3.84s).
Accumulating evaluation results...
DONE (t=0.54s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.658
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.854
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.768
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.338
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.610
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.759
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.576
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.761
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.778
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.508
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.739
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.865
evaluate category: laptop
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=3.37s).
Accumulating evaluation results...
DONE (t=0.45s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.745
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.918
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.855
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.464
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.699
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.830
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.642
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.815
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.818
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.521
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.780
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.900
evaluate category: mouse
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=2.34s).
Accumulating evaluation results...
DONE (t=0.24s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.679
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.902
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.815
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.610
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.757
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.834
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.653
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.759
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.763
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.699
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.830
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.926
evaluate category: remote
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=4.08s).
Accumulating evaluation results...
DONE (t=0.60s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.460
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.764
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.503
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.412
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.568
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.715
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.321
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.602
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.615
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.564
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.738
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.842
evaluate category: keyboard
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=2.86s).
Accumulating evaluation results...
DONE (t=0.36s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.643
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.843
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.751
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.362
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.634
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.756
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.563
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.767
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.772
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.558
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.759
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.869
evaluate category: cell phone
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=5.54s).
Accumulating evaluation results...
DONE (t=1.05s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.438
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.686
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.475
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.300
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.619
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.716
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.439
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.593
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.607
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.475
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.788
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.860
evaluate category: microwave
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=2.23s).
Accumulating evaluation results...
DONE (t=0.22s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.708
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.903
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.805
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.598
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.708
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.737
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.744
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.807
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.807
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.718
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.798
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.837
evaluate category: oven
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=2.93s).
Accumulating evaluation results...
DONE (t=0.36s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.480
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.723
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.493
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.133
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.419
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.543
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.506
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.685
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.695
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.243
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.624
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.769
evaluate category: toaster
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=1.69s).
Accumulating evaluation results...
DONE (t=0.09s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.346
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.472
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.417
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.315
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.279
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.608
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.573
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.608
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.608
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.421
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.648
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.770
evaluate category: sink
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=5.26s).
Accumulating evaluation results...
DONE (t=0.86s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.421
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.705
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.441
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.242
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.464
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.532
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.454
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.635
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.644
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.418
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.676
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.788
evaluate category: refrigerator
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=2.71s).
Accumulating evaluation results...
DONE (t=0.34s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.676
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.858
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.747
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.002
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.513
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.734
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.706
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.782
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.782
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.150
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.640
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.833
evaluate category: book
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=13.44s).
Accumulating evaluation results...
DONE (t=1.55s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.192
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.366
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.181
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.134
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.295
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.432
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.107
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.307
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.442
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.356
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.608
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.784
evaluate category: clock
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=5.99s).
Accumulating evaluation results...
DONE (t=1.11s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.570
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.823
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.645
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.478
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.644
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.652
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.473
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.701
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.721
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.640
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.769
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.825
evaluate category: vase
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=4.88s).
Accumulating evaluation results...
DONE (t=0.74s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.536
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.752
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.613
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.326
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.554
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.751
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.365
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.659
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.705
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.541
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.738
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.871
evaluate category: scissors
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=10.50s).
Accumulating evaluation results...
DONE (t=0.27s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.412
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.729
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.440
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.327
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.474
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.470
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.401
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.493
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.534
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.418
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.580
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.622
evaluate category: teddy bear
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=3.98s).
Accumulating evaluation results...
DONE (t=0.46s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.566
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.794
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.651
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.233
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.540
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.682
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.346
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.629
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.720
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.464
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.699
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.820
evaluate category: hair drier
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=1.90s).
Accumulating evaluation results...
DONE (t=0.16s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.293
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.554
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.260
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.230
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.325
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.451
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.395
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.520
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.541
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.489
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.485
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.710
evaluate category: toothbrush
Running per image evaluation...
useSegm (deprecated) is not None. Running segm evaluation
Evaluate annotation type *segm*
DONE (t=3.32s).
Accumulating evaluation results...
DONE (t=0.44s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.320
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.622
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.284
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.204
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.472
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.541
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.239
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.437
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.473
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.358
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.607
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.724
overall performance
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.491
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.742
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.538
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.315
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.518
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.632
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.373
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.603
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.640
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.469
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.673
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.800
Done (t=851.72s)
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