ShadowTrix-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
ShadowTrix	44.6	77.05	78.59	50.19	62.61

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	27.95	±	2.82
		acc_norm	25.20	±	2.73
agieval_logiqa_en	0	acc	39.94	±	1.92
		acc_norm	39.94	±	1.92
agieval_lsat_ar	0	acc	23.91	±	2.82
		acc_norm	22.61	±	2.76
agieval_lsat_lr	0	acc	53.33	±	2.21
		acc_norm	53.73	±	2.21
agieval_lsat_rc	0	acc	66.54	±	2.88
		acc_norm	65.43	±	2.91
agieval_sat_en	0	acc	76.70	±	2.95
		acc_norm	76.70	±	2.95
agieval_sat_en_without_passage	0	acc	43.69	±	3.46
		acc_norm	43.69	±	3.46
agieval_sat_math	0	acc	31.82	±	3.15
		acc_norm	29.55	±	3.08

Average: 44.6%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	67.15	±	1.37
		acc_norm	68.17	±	1.36
arc_easy	0	acc	86.87	±	0.69
		acc_norm	80.64	±	0.81
boolq	1	acc	87.61	±	0.58
hellaswag	0	acc	69.26	±	0.46
		acc_norm	87.38	±	0.33
openbookqa	0	acc	40.00	±	2.19
		acc_norm	48.00	±	2.24
piqa	0	acc	83.24	±	0.87
		acc_norm	85.80	±	0.81
winogrande	0	acc	81.77	±	1.09

Average: 77.05%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	63.04	±	1.69
		mc2	78.59	±	1.36

Average: 78.59%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	60.53	±	3.56
bigbench_date_understanding	0	multiple_choice_grade	62.87	±	2.52
bigbench_disambiguation_qa	0	multiple_choice_grade	53.88	±	3.11
bigbench_geometric_shapes	0	multiple_choice_grade	23.68	±	2.25
		exact_str_match	0.00	±	0.00
bigbench_logical_deduction_five_objects	0	multiple_choice_grade	32.20	±	2.09
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	24.00	±	1.62
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	59.00	±	2.84
bigbench_movie_recommendation	0	multiple_choice_grade	54.60	±	2.23
bigbench_navigate	0	multiple_choice_grade	56.30	±	1.57
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	70.65	±	1.02
bigbench_ruin_names	0	multiple_choice_grade	57.59	±	2.34
bigbench_salient_translation_error_detection	0	multiple_choice_grade	39.58	±	1.55
bigbench_snarks	0	multiple_choice_grade	75.69	±	3.20
bigbench_sports_understanding	0	multiple_choice_grade	75.05	±	1.38
bigbench_temporal_sequences	0	multiple_choice_grade	55.80	±	1.57
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	22.88	±	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: 50.19%

Average score: 62.61%

Elapsed time: 03:06:01