Process Reward Modeling Evaluation on SCIPRM-Bench benchmark leaderboard · SOTA2 Research

Process Reward Modeling Evaluation on SCIPRM-Bench

48.58ChemBench Tool-Calling F1Sci-PRM

Evaluation Results

Method	Links
Sci-PRM2026.06		48.58	53.62	84.57	56.19	83.33	76.91	27.14
Gemini-3-Flash2026.06		47.71	59.76	81.44	55.87	78.6	72.11	22.73
GLM-4.6V2026.06		47.11	42.75	59.75	46.89	85.4	73.07	38.51
GPT-5-Mini2026.06		46.3	49.87	81.56	53.38	82.94	75.92	29.56
Qwen3-VL-8B2026.06		45.95	47.92	72.09	49.59	76.85	68.18	27.26
Doubao-Seed-1.62026.06		43.9	50.92	80	51.29	76.21	68.51	24.92
Qwen3-VL-32B2026.06		42.73	43.44	58.59	45.69	84.69	75.39	39
Random2026.06		38.45	33.43	32.42	35.23	60.83	53.27	25.6
LLaMA-3.2-11B-V2026.06		18.68	36.44	46.24	32.13	57.54	52.81	25.41