NeuralTrix-V2-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
NeuralTrix-V2	44.43	77.01	78.2	49.81	62.36

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	26.77	±	2.78
		acc_norm	26.38	±	2.77
agieval_logiqa_en	0	acc	38.86	±	1.91
		acc_norm	37.94	±	1.90
agieval_lsat_ar	0	acc	23.91	±	2.82
		acc_norm	20.87	±	2.69
agieval_lsat_lr	0	acc	52.55	±	2.21
		acc_norm	53.33	±	2.21
agieval_lsat_rc	0	acc	65.43	±	2.91
		acc_norm	64.31	±	2.93
agieval_sat_en	0	acc	77.67	±	2.91
		acc_norm	78.64	±	2.86
agieval_sat_en_without_passage	0	acc	41.75	±	3.44
		acc_norm	41.26	±	3.44
agieval_sat_math	0	acc	33.64	±	3.19
		acc_norm	32.73	±	3.17

Average: 44.43%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	65.61	±	1.39
		acc_norm	68.00	±	1.36
arc_easy	0	acc	85.61	±	0.72
		acc_norm	79.17	±	0.83
boolq	1	acc	87.61	±	0.58
hellaswag	0	acc	70.56	±	0.45
		acc_norm	87.73	±	0.33
openbookqa	0	acc	39.80	±	2.19
		acc_norm	49.80	±	2.24
piqa	0	acc	82.43	±	0.89
		acc_norm	84.33	±	0.85
winogrande	0	acc	82.40	±	1.07

Average: 77.01%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	63.16	±	1.69
		mc2	78.20	±	1.37

Average: 78.2%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	59.47	±	3.57
bigbench_date_understanding	0	multiple_choice_grade	60.16	±	2.55
bigbench_disambiguation_qa	0	multiple_choice_grade	58.91	±	3.07
bigbench_geometric_shapes	0	multiple_choice_grade	22.56	±	2.21
		exact_str_match	0.56	±	0.39
bigbench_logical_deduction_five_objects	0	multiple_choice_grade	31.00	±	2.07
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	21.86	±	1.56
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	59.67	±	2.84
bigbench_movie_recommendation	0	multiple_choice_grade	58.00	±	2.21
bigbench_navigate	0	multiple_choice_grade	52.90	±	1.58
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	68.00	±	1.04
bigbench_ruin_names	0	multiple_choice_grade	56.70	±	2.34
bigbench_salient_translation_error_detection	0	multiple_choice_grade	43.59	±	1.57
bigbench_snarks	0	multiple_choice_grade	72.93	±	3.31
bigbench_sports_understanding	0	multiple_choice_grade	75.05	±	1.38
bigbench_temporal_sequences	0	multiple_choice_grade	52.60	±	1.58
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	23.84	±	1.21
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	19.66	±	0.95
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	59.67	±	2.84

Average: 49.81%

Average score: 62.36%

Elapsed time: 01:43:39