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OCR-centric visual reasoning on OCRBench

86.56Pass@1

RL (Conditional Soft Gate)

Updated 4d ago

Evaluation Results

Method	Links
RL (Conditional Soft Gate) 2025.12		86.56
PeBR-R1-7B 2025.12		86.31
RL (Aggregated Rewards) 2025.12		86.3
RL (Conditional Hard Gate) 2025.12		86.16
R1-ShareVL-7B 2025.12		85.85
RL (Verifiable Rewards) 2025.12		85.13
PeRL-VL 2025.12		85.1
ThinkLite-VL 2025.12		84.82
VL-Cogito 2025.12		84.64
SFT (GPT-4o) 2025.12		82.58
Vision-SR1 2025.12		82.37
SFT (OpenThought) 2025.12		82.2
Qwen2.5-VL-7B 2025.12		80.2