Zero-Shot Common Sense Reasoning and QA on (ARC-e, ARC-c, HellaSwag, OBQA, WinoGrande, MathQA, PIQA) benchmark leaderboard · SOTA2 Research

Zero-Shot Common Sense Reasoning and QA on (ARC-e, ARC-c, HellaSwag, OBQA, WinoGrande, MathQA, PIQA)

83.54ARC-eDense

Evaluation Results

Method	Links
Dense2025.12		83.54	55.97	57.13	31	67.8	49.61	76.88	60.28	—
SkipCat2025.12		78.96	49.49	52.47	29.6	69.38	40.37	74.65	56.42	3.86
Dense2025.12		76.3	43.34	57.14	31.4	69.14	28.17	78.07	54.79	—
SkipCat2025.12		74.28	42.41	46.57	28.8	65.43	32.16	72.31	51.71	8.57
ASVD2025.12		73.99	41.72	42.02	26.4	63.3	31.42	72.09	50.13	10.14
SkipCat2025.12		73.23	40.02	51.9	31	68.43	27.71	75.84	52.59	2.2
SVD-LLM2025.12		71.38	44.54	47.29	28.8	66.46	30.99	72.14	51.66	8.62
SkipCat2025.12		68.31	35.67	45.95	26.2	65.98	24.66	72.42	48.46	6.34
ASVD2025.12		67.8	34.56	48.25	29.6	63.77	25.49	72.2	48.81	5.98
Basis Sharing2025.12		59.18	27.82	38.22	24.2	66.54	23.89	66.54	43.77	11.02
SVD-LLM2025.12		58.67	27.65	43.1	26.2	64.25	23.85	70.18	44.84	9.95
SVD-LLM2025.12		58.08	33.28	40.18	23.6	61.72	25.33	68.23	44.35	15.93
Dobi-SVD2025.12		54.25	23.29	38.8	22.8	58.56	22.75	65.34	40.83	13.97
SVD-LLM2025.12		52.9	24.06	38.01	22	61.72	22.88	67.19	41.25	13.54
Basis Sharing2025.12		51.22	22.95	34.25	19.6	59.43	23.82	61.92	39.03	15.77
ASVD2025.12		47.98	23.89	30.57	17.6	50.99	23.08	61.64	36.54	23.74
ASVD2025.12		34.89	23.12	29.89	13.4	51.62	22.08	56.86	33.12	21.67