Commonsense Reasoning on LAMBADA, WikiText, ARC, HellaSwag, PIQA, WinoGrande, BoolQ, and SciQ benchmark leaderboard · SOTA2 Research

Commonsense Reasoning on LAMBADA, WikiText, ARC, HellaSwag, PIQA, WinoGrande, BoolQ, and SciQ

11.86LAMBADA Perplexity (PPL)PKDA

Evaluation Results

Method	Links
PKDA2026.04		11.86	17.82	57.24	26.96	49.05	48.52	70.62	55.49	58.8	86.4	56.64
PGDN2026.04		13.09	18.01	56.66	26.96	49.66	46.49	70.73	54.54	59.9	86.1	56.38
GDN2026.04		13.46	18.05	56.1	27.3	48.91	46.42	70.08	54.22	55.8	84.7	55.44
KDA2026.04		14.52	17.95	54.55	26.88	48.95	45.16	70.29	54.22	57.6	85.8	55.43
PKDA2026.04		25.33	25.98	46.97	22.95	37.01	37.22	65.68	51.46	59.1	78.7	49.89
PGDN2026.04		28.43	26.86	47.81	24.21	36.19	35.55	64.83	52.97	60.1	78	49.96
KDA2026.04		28.57	26.28	46.8	23.89	36.09	36.08	64.64	50.75	55.5	78.9	49.08
GDN2026.04		30.11	27	45.88	23.81	35.56	35.16	65.07	51.3	58.7	77.5	49.12
KDA2026.04		31.37	26.18	45.45	22.7	36.06	34.04	66	52.25	57	79.5	49.12
GDN2026.04		31.39	27.08	44.49	24.32	35.96	34.5	65.83	51.3	56.3	78.2	48.86
PDN2026.04		43.05	29.05	44.7	23.52	33.83	30.48	65.14	52.41	58.5	75.1	47.96
DN2026.04		45.76	29.04	44.02	23.55	34.08	29.58	65.07	50.91	56.8	75.3	47.41
DN2026.04		48.3	28.96	44.53	23.89	33.99	29.07	65.02	52.01	55.1	75.1	47.34