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Binary cross-entropy | Dice coefficient | Intersection over Union | # parameters | Time per epoch | ||
---|---|---|---|---|---|---|
U-Net | 0.3319 | 0.8367 | 0.8421 | 34.5 M | 14s | |
UNet++ | 0.2650 | 0.8104 | 0.8580 | 36.6 M | 32s | |
Attention U-Net | 0.2967 | 0.8247 | 0.8541 | - | 13s |
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