Zero-shot Commonsense Reasoning Suite (PIQA, HellaSwag, WinoGrande, ARC, SocialIQA, BoolQ) benchmark leaderboard · SOTA2 Research

Zero-shot Commonsense Reasoning Suite (PIQA, HellaSwag, WinoGrande, ARC, SocialIQA, BoolQ)

74.15PIQA AccuracyDNH-HOPE

Evaluation Results

Method	Links
DNH-HOPE2025.11		74.15	57.46	60.72	73.51	41.96	43.18	62.05	57.84
Titans (LMM)2025.11		73.09	56.31	59.81	72.43	40.82	42.05	60.97	56.82
DeltaNet2025.11		70.72	50.93	53.35	68.47	35.66	40.22	55.29	52.14
DNH-HOPE2025.11		70.45	49.72	53.14	67.28	36.91	41.05	63.84	52.71
HOPE2025.11		70.13	49.21	52.7	66.89	36.05	40.71	63.29	52.26
RetNet2025.11		70.07	49.16	54.14	67.34	33.78	40.78	60.39	52.02
Transformer++2025.11		70.02	50.23	53.51	68.83	35.1	40.66	57.09	52.25
Titans (LMM)2025.11		69.28	48.46	52.27	66.31	35.84	40.13	62.76	51.56
RetNet2025.11		67.19	41.63	52.09	63.17	32.78	38.36	57.92	48.46
DeltaNet2025.11		66.93	41.98	50.65	64.87	31.39	39.88	59.02	48.97
Transformer++2025.11		66.92	42.19	51.95	60.38	32.46	39.51	60.37	48.69
HOPE2025.11		64.62	40.11	51.19	56.92	28.49	38.33	60.12	46.9