MonaTrix-v4-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
MonaTrix-v4	45.54	76.97	78.5	50.05	62.77

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	39.63	±	1.92
		acc_norm	38.86	±	1.91
agieval_lsat_ar	0	acc	24.78	±	2.85
		acc_norm	26.09	±	2.90
agieval_lsat_lr	0	acc	51.96	±	2.21
		acc_norm	52.75	±	2.21
agieval_lsat_rc	0	acc	66.91	±	2.87
		acc_norm	66.54	±	2.88
agieval_sat_en	0	acc	78.16	±	2.89
		acc_norm	78.16	±	2.89
agieval_sat_en_without_passage	0	acc	43.69	±	3.46
		acc_norm	43.69	±	3.46
agieval_sat_math	0	acc	33.18	±	3.18
		acc_norm	32.27	±	3.16

Average: 45.54%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	67.32	±	1.37
		acc_norm	68.26	±	1.36
arc_easy	0	acc	86.57	±	0.70
		acc_norm	80.39	±	0.81
boolq	1	acc	87.49	±	0.58
hellaswag	0	acc	69.34	±	0.46
		acc_norm	87.32	±	0.33
openbookqa	0	acc	39.00	±	2.18
		acc_norm	48.20	±	2.24
piqa	0	acc	82.92	±	0.88
		acc_norm	85.09	±	0.83
winogrande	0	acc	82.00	±	1.08

Average: 76.97%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	63.16	±	1.69
		mc2	78.50	±	1.36

Average: 78.5%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	59.47	±	3.57
bigbench_date_understanding	0	multiple_choice_grade	63.14	±	2.51
bigbench_disambiguation_qa	0	multiple_choice_grade	54.65	±	3.11
bigbench_geometric_shapes	0	multiple_choice_grade	23.68	±	2.25
		exact_str_match	1.95	±	0.73
bigbench_logical_deduction_five_objects	0	multiple_choice_grade	33.40	±	2.11
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	22.57	±	1.58
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	57.67	±	2.86
bigbench_movie_recommendation	0	multiple_choice_grade	53.40	±	2.23
bigbench_navigate	0	multiple_choice_grade	57.80	±	1.56
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	70.90	±	1.02
bigbench_ruin_names	0	multiple_choice_grade	56.92	±	2.34
bigbench_salient_translation_error_detection	0	multiple_choice_grade	41.88	±	1.56
bigbench_snarks	0	multiple_choice_grade	74.59	±	3.25
bigbench_sports_understanding	0	multiple_choice_grade	74.95	±	1.38
bigbench_temporal_sequences	0	multiple_choice_grade	55.30	±	1.57
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	23.28	±	1.20
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	19.54	±	0.95
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	57.67	±	2.86

Average: 50.05%

Average score: 62.77%

Elapsed time: 01:00:00