Disease onset forecasting on Patient EHR dataset Disease Suite Aggregate 2-year horizon (test)
0.78AUROCRAVEN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RAVENEvaluation protocol=Zero-shot, Inference method=Single forward pass2026.03 | 0.78 | 0.04 | |
| BERT (FT)Evaluation protocol=Supervised (Fine-tuned)2026.03 | 0.766 | 0.047 | |
| SeqLossEvaluation protocol=Zero-shot, Inference method=Monte Carlo rollouts (R=100)2026.03 | 0.665 | 0.032 | |
| MulticlassEvaluation protocol=Zero-shot, Inference method=Monte Carlo rollouts (R=100)2026.03 | 0.64 | 0.027 | |
| EGEEvaluation protocol=Zero-shot, Inference method=Monte Carlo rollouts (R=100)2026.03 | 0.623 | 0.027 |