MonaTrix-v5-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
MonaTrix-v5	45.07	77.01	78.42	49.82	62.58

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	27.56	±	2.81
		acc_norm	25.98	±	2.76
agieval_logiqa_en	0	acc	39.78	±	1.92
		acc_norm	38.56	±	1.91
agieval_lsat_ar	0	acc	23.48	±	2.80
		acc_norm	24.35	±	2.84
agieval_lsat_lr	0	acc	52.55	±	2.21
		acc_norm	52.75	±	2.21
agieval_lsat_rc	0	acc	67.29	±	2.87
		acc_norm	66.17	±	2.89
agieval_sat_en	0	acc	77.67	±	2.91
		acc_norm	77.67	±	2.91
agieval_sat_en_without_passage	0	acc	45.15	±	3.48
		acc_norm	43.69	±	3.46
agieval_sat_math	0	acc	32.73	±	3.17
		acc_norm	31.36	±	3.14

Average: 45.07%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	66.81	±	1.38
		acc_norm	68.26	±	1.36
arc_easy	0	acc	86.11	±	0.71
		acc_norm	80.72	±	0.81
boolq	1	acc	87.34	±	0.58
hellaswag	0	acc	69.44	±	0.46
		acc_norm	87.40	±	0.33
openbookqa	0	acc	39.20	±	2.19
		acc_norm	48.20	±	2.24
piqa	0	acc	83.41	±	0.87
		acc_norm	85.20	±	0.83
winogrande	0	acc	81.93	±	1.08

Average: 77.01%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	62.79	±	1.69
		mc2	78.42	±	1.37

Average: 78.42%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	60.53	±	3.56
bigbench_date_understanding	0	multiple_choice_grade	61.52	±	2.54
bigbench_disambiguation_qa	0	multiple_choice_grade	55.43	±	3.10
bigbench_geometric_shapes	0	multiple_choice_grade	23.68	±	2.25
		exact_str_match	2.79	±	0.87
bigbench_logical_deduction_five_objects	0	multiple_choice_grade	34.40	±	2.13
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	24.14	±	1.62
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	59.00	±	2.84
bigbench_movie_recommendation	0	multiple_choice_grade	55.20	±	2.23
bigbench_navigate	0	multiple_choice_grade	54.40	±	1.58
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	70.00	±	1.02
bigbench_ruin_names	0	multiple_choice_grade	56.03	±	2.35
bigbench_salient_translation_error_detection	0	multiple_choice_grade	40.88	±	1.56
bigbench_snarks	0	multiple_choice_grade	72.93	±	3.31
bigbench_sports_understanding	0	multiple_choice_grade	74.44	±	1.39
bigbench_temporal_sequences	0	multiple_choice_grade	53.80	±	1.58
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	22.56	±	1.18
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	18.74	±	0.93
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	59.00	±	2.84

Average: 49.82%

Average score: 62.58%

Elapsed time: 02:57:33