Disease Onset Forecasting on Patient EHR dataset Acute MI 2-year horizon (test)
81.8AUROCBERT (FT)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| BERT (FT)Evaluation protocol=Supervised (Fine-tuned)2026.03 | 81.8 | 4.9 | |
| RAVENEvaluation protocol=Zero-shot, Inference method=Single forward pass2026.03 | 79.3 | 3.1 | |
| EGEEvaluation protocol=Zero-shot, Inference method=Monte Carlo rollouts (R=100)2026.03 | 60.6 | 1.9 | |
| MulticlassEvaluation protocol=Zero-shot, Inference method=Monte Carlo rollouts (R=100)2026.03 | 60.5 | 1.7 | |
| SeqLossEvaluation protocol=Zero-shot, Inference method=Monte Carlo rollouts (R=100)2026.03 | 58.6 | 1.6 |