Multiple-choice QA on PIQA, OpenBookQA, HellaSwag, and ARC benchmark leaderboard · SOTA2 Research

Multiple-choice QA on PIQA, OpenBookQA, HellaSwag, and ARC

68.39PIQA AccuracyNexusFormer

Evaluation Results

Method	Links
NexusFormer2026.04		68.39	33.6	45	59.67	30.72	47.48
TokenFormer2026.04		66.53	34	39.93	51.51	27.9	43.97
NexusFormer2026.04		66.27	33	39.89	50.8	28.67	43.73
TokenFormer2026.04		65.99	32.6	39.94	52.35	28.67	43.91
TokenFormer2026.04		65.2	32.6	38.4	46.8	27.2	42.04
NexusFormer2026.04		64.47	30.6	41.41	50.97	27.73	43.04
NexusFormer2026.04		64.42	32.4	35.53	49.33	26.88	41.71
Qwen32026.04		60.34	29	29.72	44.74	24.83	37.73
Qwen32026.04		59.74	30.4	32.18	42.97	25.34	38.13
TokenFormer2026.04		56.91	28.8	31.53	40.36	25.93	36.71
Qwen32026.04		53.32	25	26.42	34.89	22.44	32.41
Transformer++2026.04		51.9	28	26.27	27.57	26.19	31.99
Qwen32026.04		51.41	25	26.26	32.83	23.81	31.86
Transformer++2026.04		51.14	25.4	25.9	28.2	24.2	30.97
Transformer++2026.04		51.03	27.4	27.28	29.29	24.14	31.83
Transformer++2026.04		50.82	26	25.5	27.57	26.88	31.35