MonaTrix-v3-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
MonaTrix-v3	45.27	77.13	78.42	49.81	62.66

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	26.38	±	2.77
		acc_norm	23.62	±	2.67
agieval_logiqa_en	0	acc	38.40	±	1.91
		acc_norm	37.94	±	1.90
agieval_lsat_ar	0	acc	26.52	±	2.92
		acc_norm	25.22	±	2.87
agieval_lsat_lr	0	acc	53.73	±	2.21
		acc_norm	54.90	±	2.21
agieval_lsat_rc	0	acc	68.40	±	2.84
		acc_norm	67.29	±	2.87
agieval_sat_en	0	acc	79.13	±	2.84
		acc_norm	79.13	±	2.84
agieval_sat_en_without_passage	0	acc	43.69	±	3.46
		acc_norm	42.72	±	3.45
agieval_sat_math	0	acc	32.27	±	3.16
		acc_norm	31.36	±	3.14

Average: 45.27%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	66.21	±	1.38
		acc_norm	68.00	±	1.36
arc_easy	0	acc	86.49	±	0.70
		acc_norm	80.56	±	0.81
boolq	1	acc	86.97	±	0.59
hellaswag	0	acc	69.48	±	0.46
		acc_norm	87.43	±	0.33
openbookqa	0	acc	39.60	±	2.19
		acc_norm	49.80	±	2.24
piqa	0	acc	82.70	±	0.88
		acc_norm	85.15	±	0.83
winogrande	0	acc	82.00	±	1.08

Average: 77.13%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	63.16	±	1.69
		mc2	78.42	±	1.36

Average: 78.42%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	60.00	±	3.56
bigbench_date_understanding	0	multiple_choice_grade	62.87	±	2.52
bigbench_disambiguation_qa	0	multiple_choice_grade	55.81	±	3.10
bigbench_geometric_shapes	0	multiple_choice_grade	23.12	±	2.23
		exact_str_match	0.28	±	0.28
bigbench_logical_deduction_five_objects	0	multiple_choice_grade	32.40	±	2.10
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	24.29	±	1.62
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	59.00	±	2.84
bigbench_movie_recommendation	0	multiple_choice_grade	55.60	±	2.22
bigbench_navigate	0	multiple_choice_grade	55.60	±	1.57
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	69.30	±	1.03
bigbench_ruin_names	0	multiple_choice_grade	55.13	±	2.35
bigbench_salient_translation_error_detection	0	multiple_choice_grade	41.28	±	1.56
bigbench_snarks	0	multiple_choice_grade	71.82	±	3.35
bigbench_sports_understanding	0	multiple_choice_grade	75.35	±	1.37
bigbench_temporal_sequences	0	multiple_choice_grade	53.00	±	1.58
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	22.96	±	1.19
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	20.06	±	0.96
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	59.00	±	2.84

Average: 49.81%

Average score: 62.66%

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