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Visual Mathematical Reasoning on MathVista MINI (Pass@1)

70.5Pass@1

PeBR-R1-7B

Updated 3d ago

Evaluation Results

Method	Links
PeBR-R1-7B 2025.12		70.5
SFT (OpenThought) 2025.12		67.5
PeRL-VL 2025.12		67.05
RL (Conditional Hard Gate) 2025.12		66.11
R1-ShareVL-7B 2025.12		66.1
RL (Conditional Soft Gate) 2025.12		65.8
RL (Aggregated Rewards) 2025.12		65.45
ThinkLite-VL 2025.12		65
RL (Verifiable Rewards) 2025.12		64.15
Vision-SR1 2025.12		63.5
VL-Cogito 2025.12		61.3
SFT (GPT-4o) 2025.12		58.9
Qwen2.5-VL-7B 2025.12		57.78