MonaTrix-v2-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
MonaTrix-v2	45.13	77.18	78.05	50.06	62.61

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	26.77	±	2.78
		acc_norm	24.80	±	2.72
agieval_logiqa_en	0	acc	39.17	±	1.91
		acc_norm	38.71	±	1.91
agieval_lsat_ar	0	acc	25.22	±	2.87
		acc_norm	24.78	±	2.85
agieval_lsat_lr	0	acc	53.53	±	2.21
		acc_norm	53.33	±	2.21
agieval_lsat_rc	0	acc	66.54	±	2.88
		acc_norm	66.17	±	2.89
agieval_sat_en	0	acc	79.61	±	2.81
		acc_norm	79.13	±	2.84
agieval_sat_en_without_passage	0	acc	43.69	±	3.46
		acc_norm	43.20	±	3.46
agieval_sat_math	0	acc	32.73	±	3.17
		acc_norm	30.91	±	3.12

Average: 45.13%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	66.81	±	1.38
		acc_norm	67.66	±	1.37
arc_easy	0	acc	86.62	±	0.70
		acc_norm	81.06	±	0.80
boolq	1	acc	87.34	±	0.58
hellaswag	0	acc	69.48	±	0.46
		acc_norm	87.32	±	0.33
openbookqa	0	acc	39.60	±	2.19
		acc_norm	50.20	±	2.24
piqa	0	acc	83.62	±	0.86
		acc_norm	85.26	±	0.83
winogrande	0	acc	81.45	±	1.09

Average: 77.18%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	62.55	±	1.69
		mc2	78.05	±	1.37

Average: 78.05%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	58.95	±	3.58
bigbench_date_understanding	0	multiple_choice_grade	62.87	±	2.52
bigbench_disambiguation_qa	0	multiple_choice_grade	55.43	±	3.10
bigbench_geometric_shapes	0	multiple_choice_grade	24.51	±	2.27
		exact_str_match	0.28	±	0.28
bigbench_logical_deduction_five_objects	0	multiple_choice_grade	34.20	±	2.12
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	23.71	±	1.61
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	59.67	±	2.84
bigbench_movie_recommendation	0	multiple_choice_grade	55.80	±	2.22
bigbench_navigate	0	multiple_choice_grade	55.70	±	1.57
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	69.25	±	1.03
bigbench_ruin_names	0	multiple_choice_grade	56.70	±	2.34
bigbench_salient_translation_error_detection	0	multiple_choice_grade	40.48	±	1.55
bigbench_snarks	0	multiple_choice_grade	71.82	±	3.35
bigbench_sports_understanding	0	multiple_choice_grade	75.25	±	1.37
bigbench_temporal_sequences	0	multiple_choice_grade	53.60	±	1.58
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	23.28	±	1.20
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	20.17	±	0.96
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	59.67	±	2.84

Average: 50.06%

Average score: 62.61%

Elapsed time: 02:06:14