Visual Question Answering on OCRBench v2
72.7ScoreCLAIMDIFF-RL actor-only
Evaluation Results
| Method | Links | |
|---|---|---|
| CLAIMDIFF-RL actor-onlyReward=actor-only, Initialization=Qwen2026.05 | 72.7 | |
| Qwen3VL-32B-Instruct2026.05 | 71.7 | |
| CLAIMDIFF-RL relativeReward=relative, Initialization=SFT2026.05 | 70.34 | |
| CLAIMDIFF-RL actor-onlyReward=actor-only, Initialization=SFT2026.05 | 69.24 | |
| HOLISTIC-RLReference Setting=w/ ref, Initialization=SFT2026.05 | 68.7 | |
| SFT2026.05 | 68.38 | |
| HOLISTIC-RLReference Setting=w/o ref, Initialization=SFT2026.05 | 68.1 |