Adverse Drug Event Detection on ADE Corpus V2
94.5F1 ScoreOracle
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Oracletype=upper bound2026.04 | 94.5 | 96.8 | 2 | |
| L2D-Clinical2026.04 | 92.8 | 95.8 | 7 | |
| Fixed thresholdtheta (θ)=0.952026.04 | 92.1 | 95.4 | 2.2 | |
| BioBERTusage=only2026.04 | 91.1 | 94.8 | 0 | |
| Randomdeferral_rate=7%2026.04 | 90.3 | 93.8 | 7 | |
| LLMusage=only2026.04 | 76.5 | 83.4 | 100 |