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ResearchFormerly WizWand

Reasoning on In-distribution reasoning (test)

29.01GPQA ScoreAutoSelection

Evaluation results

Method	Links
AutoSelection2026.05		29.01	54.58	30	55.33	42.23
Varentropy2026.05		28.12	49.2	35.21	61.27	43.45
AutoSelection2026.05		26.78	11.52	6.08	34.55	19.73
N-gram2026.05		24.77	10.76	3.26	34.55	18.34
N-gram2026.05		24.1	51.63	19.13	57.38	38.06
AO2026.05		23.66	49.81	33.36	55.33	40.54
Full data2026.05		23.66	64.82	31.95	61	45.36
MONA2026.05		23.66	70.58	28.69	61.83	46.19
SemDedup2026.05		23.66	60.19	29.23	61.88	43.74
Random2026.05		23.43	52.23	27.39	56.83	39.97
IFD2026.05		23.21	23.88	24.45	56.22	31.94
AO2026.05		23.21	62.69	35.86	60.11	45.47
AutoSelection2026.05		22.99	72.78	36.84	63.72	49.08
Random2026.05		21.87	64.59	31.73	61.94	45.03
AO2026.05		21.43	9.55	9.04	33.33	18.34
Random2026.05		21.43	64.44	30.22	62	44.52
IFD2026.05		21.42	21.22	21.84	60.66	31.29
N-gram2026.05		21.42	59.66	21.63	61.11	40.96
Full data2026.05		21.2	55.26	22.93	55.94	38.83
Random2026.05		21.2	52.16	27.82	56.38	39.39
MONA2026.05		21.2	54.35	24.89	55.77	39.05
Varentropy2026.05		20.31	38.51	25.76	55.5	35.02
Random2026.05		19.41	14.1	8.47	33.33	18.83
MONA2026.05		18.97	10.38	9.89	33.61	18.21
SemDedup2026.05		17.41	6.36	0.76	26.77	12.83
Full data2026.05		17.19	16.6	4.78	33.06	17.91
Varentropy2026.05		17.18	3.56	8.69	31.05	15.12
IFD2026.05		16.07	10.08	4.34	29.33	14.96
Random2026.05		15.62	13.49	9.45	32.33	17.72
SemDedup2026.05		14.73	40.4	20.43	56.88	33.11