SymbioTrix-v3-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
SymbioTrix-v3	45.39	76.73	69.28	47.55	59.74

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	26.77	±	2.78
		acc_norm	23.62	±	2.67
agieval_logiqa_en	0	acc	39.48	±	1.92
		acc_norm	39.17	±	1.91
agieval_lsat_ar	0	acc	23.48	±	2.80
		acc_norm	26.09	±	2.90
agieval_lsat_lr	0	acc	51.37	±	2.22
		acc_norm	52.35	±	2.21
agieval_lsat_rc	0	acc	66.17	±	2.89
		acc_norm	66.17	±	2.89
agieval_sat_en	0	acc	81.07	±	2.74
		acc_norm	80.10	±	2.79
agieval_sat_en_without_passage	0	acc	45.63	±	3.48
		acc_norm	45.63	±	3.48
agieval_sat_math	0	acc	33.64	±	3.19
		acc_norm	30.00	±	3.10

Average: 45.39%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	65.53	±	1.39
		acc_norm	67.15	±	1.37
arc_easy	0	acc	86.36	±	0.70
		acc_norm	83.04	±	0.77
boolq	1	acc	88.17	±	0.56
hellaswag	0	acc	68.34	±	0.46
		acc_norm	85.97	±	0.35
openbookqa	0	acc	38.40	±	2.18
		acc_norm	47.60	±	2.24
piqa	0	acc	83.30	±	0.87
		acc_norm	85.42	±	0.82
winogrande	0	acc	79.79	±	1.13

Average: 76.73%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	54.10	±	1.74
		mc2	69.28	±	1.50

Average: 69.28%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	55.79	±	3.61
bigbench_date_understanding	0	multiple_choice_grade	65.58	±	2.48
bigbench_disambiguation_qa	0	multiple_choice_grade	43.02	±	3.09
bigbench_geometric_shapes	0	multiple_choice_grade	22.56	±	2.21
		exact_str_match	0.00	±	0.00
bigbench_logical_deduction_five_objects	0	multiple_choice_grade	35.80	±	2.15
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	23.71	±	1.61
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	57.33	±	2.86
bigbench_movie_recommendation	0	multiple_choice_grade	43.20	±	2.22
bigbench_navigate	0	multiple_choice_grade	56.70	±	1.57
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	71.80	±	1.01
bigbench_ruin_names	0	multiple_choice_grade	53.57	±	2.36
bigbench_salient_translation_error_detection	0	multiple_choice_grade	29.86	±	1.45
bigbench_snarks	0	multiple_choice_grade	70.17	±	3.41
bigbench_sports_understanding	0	multiple_choice_grade	73.83	±	1.40
bigbench_temporal_sequences	0	multiple_choice_grade	54.10	±	1.58
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	22.16	±	1.18
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	19.31	±	0.94
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	57.33	±	2.86

Average: 47.55%

Average score: 59.74%

Elapsed time: 01:42:05