Disease onset forecasting on Patient EHR dataset CHF 2-year horizon (test)
86.2AUROCBERT (FT)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| BERT (FT)Evaluation protocol=Supervised (Fine-tuned)2026.03 | 86.2 | 8.5 | |
| RAVENEvaluation protocol=Zero-shot, Inference method=Single forward pass2026.03 | 85.7 | 7.8 | |
| SeqLossEvaluation protocol=Zero-shot, Inference method=Monte Carlo rollouts (R=100)2026.03 | 74.2 | 5.2 | |
| MulticlassEvaluation protocol=Zero-shot, Inference method=Monte Carlo rollouts (R=100)2026.03 | 71 | 4.8 | |
| EGEEvaluation protocol=Zero-shot, Inference method=Monte Carlo rollouts (R=100)2026.03 | 62.6 | 4.4 |