Medical Visual Question Answering on PMC-VQA (300 held-out samples)
0.604RiskOracle Bound
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Oracle BoundStrategy=Oracle Bound2026.05 | 0.604 | 38.67 | — | |
| Risk RerankStrategy=Risk Rerank2026.05 | 0.62 | 39.33 | 39 | |
| Utility ScoreStrategy=Utility Score2026.05 | 0.62 | 39.33 | 6.7 | |
| OriginalStrategy=Original2026.05 | 0.6483 | 37.67 | 0 | |
| Visual RewriteStrategy=Visual Rewrite2026.05 | 0.659 | 38.67 | 100 |