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Step Verification on VisualProcessBench (test)

71.32Macro-F1 (DynaMath)

Gemini 2.5 Pro

Updated 1mo ago

Evaluation Results

Method	Links
Gemini 2.5 Pro 2026.03		71.32	64.42	69.78	65.26	72.43	68.64
EVPV-PRM 2026.03		69.57	68.86	67.09	65.27	69.11	67.46
doubao-seed-1.6-vision 2026.03		68.66	61.86	65.57	62.51	64.62	64.91
Gemini 2.5 Pro 2026.03		68.47	63.34	68.26	65.15	69.48	67.13
Qwen3-VL-235B-A22B-instruct 2026.03		68.43	61.54	65.97	64.54	64.16	65.45
doubao-seed-1.6-vision 2026.03		66.19	59.47	63.12	61.07	62.74	62.77
TIM-PRM-8B 2026.03		65.9	58.3	61.9	58.3	63.9	61.7
VisualPRM-8B 2026.03		62.7	58.5	61	62.1	61.8	62
Qwen3-VL-30B-A3B-instruct 2026.03		62.27	59	59.68	56.49	59.5	59.26
qwen2.5-vl-72b-instruct 2026.03		61.43	60.25	59.85	59.12	59.72	59.99
Qwen3-VL-30B-A3B-instruct 2026.03		58.95	61.29	57.37	57.49	58.76	58.22
QWEN-VL-PRM-7B 2026.03		58.3	55.8	58.8	55.7	59.8	58.6
gpt-4o-mini 2026.03		58.13	53.2	54.09	52.07	54.62	54.29
Qwen3-VL-235B-A22B-instruct 2026.03		57.63	58.73	58.08	59.59	58.76	58.51
qwen2.5-vl-72b-instruct 2026.03		56.99	59.43	56.43	58.09	55.72	57.19
gpt-4o-mini 2026.03		56.57	54.08	52.53	51.42	56.74	53.57