OmniTrixAI-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
OmniTrixAI	44.94	77.31	70.62	48.52	60.35

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	27.95	±	2.82
		acc_norm	24.41	±	2.70
agieval_logiqa_en	0	acc	40.09	±	1.92
		acc_norm	40.09	±	1.92
agieval_lsat_ar	0	acc	25.22	±	2.87
		acc_norm	24.78	±	2.85
agieval_lsat_lr	0	acc	50.98	±	2.22
		acc_norm	52.75	±	2.21
agieval_lsat_rc	0	acc	66.54	±	2.88
		acc_norm	66.54	±	2.88
agieval_sat_en	0	acc	80.10	±	2.79
		acc_norm	79.61	±	2.81
agieval_sat_en_without_passage	0	acc	44.17	±	3.47
		acc_norm	42.72	±	3.45
agieval_sat_math	0	acc	31.36	±	3.14
		acc_norm	28.64	±	3.05

Average: 44.94%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	67.15	±	1.37
		acc_norm	67.15	±	1.37
arc_easy	0	acc	87.21	±	0.69
		acc_norm	83.25	±	0.77
boolq	1	acc	88.10	±	0.57
hellaswag	0	acc	69.71	±	0.46
		acc_norm	86.98	±	0.34
openbookqa	0	acc	39.60	±	2.19
		acc_norm	48.60	±	2.24
piqa	0	acc	83.84	±	0.86
		acc_norm	85.26	±	0.83
winogrande	0	acc	81.85	±	1.08

Average: 77.31%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	57.53	±	1.73
		mc2	70.62	±	1.49

Average: 70.62%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	57.37	±	3.60
bigbench_date_understanding	0	multiple_choice_grade	64.50	±	2.49
bigbench_disambiguation_qa	0	multiple_choice_grade	46.12	±	3.11
bigbench_geometric_shapes	0	multiple_choice_grade	22.56	±	2.21
		exact_str_match	0.00	±	0.00
bigbench_logical_deduction_five_objects	0	multiple_choice_grade	33.80	±	2.12
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	24.00	±	1.62
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	59.33	±	2.84
bigbench_movie_recommendation	0	multiple_choice_grade	49.00	±	2.24
bigbench_navigate	0	multiple_choice_grade	57.20	±	1.57
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	71.75	±	1.01
bigbench_ruin_names	0	multiple_choice_grade	54.24	±	2.36
bigbench_salient_translation_error_detection	0	multiple_choice_grade	34.17	±	1.50
bigbench_snarks	0	multiple_choice_grade	71.27	±	3.37
bigbench_sports_understanding	0	multiple_choice_grade	75.15	±	1.38
bigbench_temporal_sequences	0	multiple_choice_grade	52.50	±	1.58
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	21.76	±	1.17
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: 48.52%

Average score: 60.35%

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