multi_verse_model-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
multi_verse_model	44.9	76.9	78.25	49.39	62.36

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	28.35	±	2.83
		acc_norm	25.98	±	2.76
agieval_logiqa_en	0	acc	39.32	±	1.92
		acc_norm	39.78	±	1.92
agieval_lsat_ar	0	acc	23.48	±	2.80
		acc_norm	22.61	±	2.76
agieval_lsat_lr	0	acc	52.94	±	2.21
		acc_norm	53.73	±	2.21
agieval_lsat_rc	0	acc	67.29	±	2.87
		acc_norm	65.80	±	2.90
agieval_sat_en	0	acc	78.16	±	2.89
		acc_norm	78.16	±	2.89
agieval_sat_en_without_passage	0	acc	42.72	±	3.45
		acc_norm	42.72	±	3.45
agieval_sat_math	0	acc	33.18	±	3.18
		acc_norm	30.45	±	3.11

Average: 44.9%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	66.98	±	1.37
		acc_norm	67.66	±	1.37
arc_easy	0	acc	86.20	±	0.71
		acc_norm	79.80	±	0.82
boolq	1	acc	87.43	±	0.58
hellaswag	0	acc	70.07	±	0.46
		acc_norm	87.46	±	0.33
openbookqa	0	acc	40.00	±	2.19
		acc_norm	48.60	±	2.24
piqa	0	acc	83.19	±	0.87
		acc_norm	85.26	±	0.83
winogrande	0	acc	82.08	±	1.08

Average: 76.9%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	62.67	±	1.69
		mc2	78.25	±	1.37

Average: 78.25%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	59.47	±	3.57
bigbench_date_understanding	0	multiple_choice_grade	61.52	±	2.54
bigbench_disambiguation_qa	0	multiple_choice_grade	53.10	±	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	33.00	±	2.10
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	24.29	±	1.62
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	59.67	±	2.84
bigbench_movie_recommendation	0	multiple_choice_grade	53.00	±	2.23
bigbench_navigate	0	multiple_choice_grade	57.00	±	1.57
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	68.50	±	1.04
bigbench_ruin_names	0	multiple_choice_grade	56.92	±	2.34
bigbench_salient_translation_error_detection	0	multiple_choice_grade	39.08	±	1.55
bigbench_snarks	0	multiple_choice_grade	72.93	±	3.31
bigbench_sports_understanding	0	multiple_choice_grade	75.15	±	1.38
bigbench_temporal_sequences	0	multiple_choice_grade	52.40	±	1.58
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	22.40	±	1.18
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	18.34	±	0.93
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	59.67	±	2.84

Average: 49.39%

Average score: 62.36%

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