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Mathematical Reasoning on VisuLogic (Accuracy)

30.6Accuracy (VisuLogic Math)

V-STAR

Updated 1mo ago

Evaluation Results

Method	Links
V-STAR 2026.04		30.6
OpenVLThinker 2026.04		29.1
VL-Cogito-7B + LEAD 2026.03		28.9
ThinkLite-VL 2026.04		28.9
VL-Rethinker-7B + LEAD 2026.03		28.5
VL-Cogito-7B 2026.03		28.2
VL-Cogito 2026.04		28.2
Vision-R1-7B + LEAD 2026.03		27.9
EVE (Ours-8B-iter4) 2026.04		27.8
GPT-5 mini (minimal) 2026.04		27.6
Jigsaw-R1-8B 2026.04		27.4
VL-Rethinker-7B 2026.03		27.3
VL-Rethinker 2026.04		27.3
Qwen2.5VL 2026.04		26.9
Vision-R1-7B 2026.03		26.4
Vision-R1 2026.04		26.4
GPT-4o-20240513 2026.04		26.3
VisPlay-8B-iter3 2026.04		26.3
R1-Onevision-7B + LEAD 2026.03		26.1
MM-Zero-8B-iter3 2026.04		25.7
R1-Onevision-7B 2026.03		24.9
R1-Onevision 2026.04		24.9
Qwen3-VL-8B-Instruct 2026.04		24.6
GPT-5 nano (high) 2026.04		24.5