Disease onset forecasting on Patient EHR dataset COPD 2-year horizon (test)
70.3AUROCBERT (FT)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| BERT (FT)Evaluation protocol=Supervised (Fine-tuned)2026.03 | 70.3 | 5.5 | |
| RAVENEvaluation protocol=Zero-shot, Inference method=Single forward pass2026.03 | 69.1 | 5.2 | |
| SeqLossEvaluation protocol=Zero-shot, Inference method=Monte Carlo rollouts (R=100)2026.03 | 63.7 | 4.9 | |
| EGEEvaluation protocol=Zero-shot, Inference method=Monte Carlo rollouts (R=100)2026.03 | 59.8 | 4.4 | |
| MulticlassEvaluation protocol=Zero-shot, Inference method=Monte Carlo rollouts (R=100)2026.03 | 54.5 | 3.8 |