Question Selection on VQA-RAD (test)
60.6RiskOracle Bound
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Oracle BoundStrategy=Oracle Bound2026.05 | 60.6 | 35.2 | — | |
| Risk-only RerankStrategy=Risk-only Rerank2026.05 | 62.3 | 35.6 | 20.7 | |
| Risk + MarginStrategy=Risk + Margin2026.05 | 62.4 | 35.2 | 15.2 | |
| Utility ScoreStrategy=Utility Score2026.05 | 62.5 | 35.2 | 14.4 | |
| Risk + Intent/LengthStrategy=Risk + Intent/Length2026.05 | 63.3 | 35.6 | 16.3 | |
| OriginalStrategy=Original2026.05 | 65.8 | 33.7 | 0 | |
| Prompt RewriteStrategy=Prompt Rewrite2026.05 | 69.6 | 34.1 | 100 |