Comprehensive Reasoning and Knowledge Benchmark (GSM8K, MMLU, HumanEval, ARC, GPQA) benchmark leaderboard · SOTA2 Research

Comprehensive Reasoning and Knowledge Benchmark (GSM8K, MMLU, HumanEval, ARC, GPQA)

95.41GSM8KReasoning

Evaluation Results

Method	Links
Reasoning2026.01		95.41	84.4	53.33	89.63	57.25	95.25	99.32	79.84	53.3	78.64
ReasonAny2026.01		91.13	81	36.67	89.71	53.39	96.88	98.94	82	55.33	76.12
Task Arithmetic2026.01		89.84	73.6	20	83.54	25.02	95.59	98.77	81.76	36.36	67.16
DARE2026.01		86.2	81	30	81.32	27.13	96.27	98.59	81.85	29.94	68.03
Safety2026.01		83.02	82.2	23.33	84.31	23.39	93.48	98.24	81.78	41.67	67.94
FuseLLM2026.01		81.73	79.8	26.67	71.34	39.85	95.25	98.59	80.8	29.94	67.11
LED2026.01		69.75	78.4	20	84.31	48.6	95.59	98.41	80.83	52.28	69.8
TIES2026.01		64.67	71.4	20	88.41	54.23	94.34	96.88	80.65	40.91	67.94
Linear2026.01		28.28	15.2	10	89.02	24.74	95.93	98.94	81.85	45.18	54.35