AlphaMonarch-dora-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
AlphaMonarch-dora	45.42	76.93	78.48	50.18	62.75

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	28.35	±	2.83
		acc_norm	26.38	±	2.77
agieval_logiqa_en	0	acc	38.71	±	1.91
		acc_norm	38.25	±	1.91
agieval_lsat_ar	0	acc	23.48	±	2.80
		acc_norm	23.48	±	2.80
agieval_lsat_lr	0	acc	52.55	±	2.21
		acc_norm	53.73	±	2.21
agieval_lsat_rc	0	acc	66.91	±	2.87
		acc_norm	66.91	±	2.87
agieval_sat_en	0	acc	78.64	±	2.86
		acc_norm	78.64	±	2.86
agieval_sat_en_without_passage	0	acc	45.15	±	3.48
		acc_norm	44.17	±	3.47
agieval_sat_math	0	acc	33.64	±	3.19
		acc_norm	31.82	±	3.15

Average: 45.42%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	65.96	±	1.38
		acc_norm	67.92	±	1.36
arc_easy	0	acc	86.53	±	0.70
		acc_norm	80.64	±	0.81
boolq	1	acc	87.19	±	0.58
hellaswag	0	acc	69.89	±	0.46
		acc_norm	87.51	±	0.33
openbookqa	0	acc	39.00	±	2.18
		acc_norm	49.40	±	2.24
piqa	0	acc	83.08	±	0.87
		acc_norm	84.82	±	0.84
winogrande	0	acc	81.06	±	1.10

Average: 76.93%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	62.91	±	1.69
		mc2	78.48	±	1.37

Average: 78.48%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	60.53	±	3.56
bigbench_date_understanding	0	multiple_choice_grade	61.79	±	2.53
bigbench_disambiguation_qa	0	multiple_choice_grade	53.88	±	3.11
bigbench_geometric_shapes	0	multiple_choice_grade	23.96	±	2.26
		exact_str_match	0.28	±	0.28
bigbench_logical_deduction_five_objects	0	multiple_choice_grade	32.80	±	2.10
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	23.71	±	1.61
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	59.33	±	2.84
bigbench_movie_recommendation	0	multiple_choice_grade	59.00	±	2.20
bigbench_navigate	0	multiple_choice_grade	55.50	±	1.57
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	69.00	±	1.03
bigbench_ruin_names	0	multiple_choice_grade	55.36	±	2.35
bigbench_salient_translation_error_detection	0	multiple_choice_grade	41.58	±	1.56
bigbench_snarks	0	multiple_choice_grade	73.48	±	3.29
bigbench_sports_understanding	0	multiple_choice_grade	75.86	±	1.36
bigbench_temporal_sequences	0	multiple_choice_grade	55.80	±	1.57
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	23.04	±	1.19
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	19.26	±	0.94
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	59.33	±	2.84

Average: 50.18%

Average score: 62.75%

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