MergeTrix-v3-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
MergeTrix-v3	45.17	77.56	73.1	49.48	61.33

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	29.13	±	2.86
		acc_norm	27.56	±	2.81
agieval_logiqa_en	0	acc	39.32	±	1.92
		acc_norm	39.48	±	1.92
agieval_lsat_ar	0	acc	23.91	±	2.82
		acc_norm	23.04	±	2.78
agieval_lsat_lr	0	acc	51.96	±	2.21
		acc_norm	52.55	±	2.21
agieval_lsat_rc	0	acc	66.54	±	2.88
		acc_norm	65.43	±	2.91
agieval_sat_en	0	acc	79.13	±	2.84
		acc_norm	79.61	±	2.81
agieval_sat_en_without_passage	0	acc	43.69	±	3.46
		acc_norm	43.20	±	3.46
agieval_sat_math	0	acc	31.82	±	3.15
		acc_norm	30.45	±	3.11

Average: 45.17%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	68.26	±	1.36
		acc_norm	67.58	±	1.37
arc_easy	0	acc	87.33	±	0.68
		acc_norm	82.62	±	0.78
boolq	1	acc	87.89	±	0.57
hellaswag	0	acc	69.57	±	0.46
		acc_norm	87.29	±	0.33
openbookqa	0	acc	40.00	±	2.19
		acc_norm	49.20	±	2.24
piqa	0	acc	83.57	±	0.86
		acc_norm	85.85	±	0.81
winogrande	0	acc	82.48	±	1.07

Average: 77.56%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	59.24	±	1.72
		mc2	73.10	±	1.47

Average: 73.1%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	57.37	±	3.60
bigbench_date_understanding	0	multiple_choice_grade	65.31	±	2.48
bigbench_disambiguation_qa	0	multiple_choice_grade	47.29	±	3.11
bigbench_geometric_shapes	0	multiple_choice_grade	23.12	±	2.23
		exact_str_match	0.28	±	0.28
bigbench_logical_deduction_five_objects	0	multiple_choice_grade	34.40	±	2.13
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	25.14	±	1.64
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	60.33	±	2.83
bigbench_movie_recommendation	0	multiple_choice_grade	52.00	±	2.24
bigbench_navigate	0	multiple_choice_grade	56.80	±	1.57
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	71.35	±	1.01
bigbench_ruin_names	0	multiple_choice_grade	57.14	±	2.34
bigbench_salient_translation_error_detection	0	multiple_choice_grade	38.28	±	1.54
bigbench_snarks	0	multiple_choice_grade	72.38	±	3.33
bigbench_sports_understanding	0	multiple_choice_grade	74.85	±	1.38
bigbench_temporal_sequences	0	multiple_choice_grade	51.80	±	1.58
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	22.88	±	1.19
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	19.94	±	0.96
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	60.33	±	2.83

Average: 49.48%

Average score: 61.33%

Elapsed time: 01:27:54