Disease Onset Forecasting on Patient EHR dataset Dementia 2-year horizon (test)
78.9AUROCRAVEN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RAVENEvaluation protocol=Zero-shot, Inference method=Single forward pass2026.03 | 78.9 | 3.7 | |
| BERT (FT)Evaluation protocol=Supervised (Fine-tuned)2026.03 | 73.1 | 5 | |
| MulticlassEvaluation protocol=Zero-shot, Inference method=Monte Carlo rollouts (R=100)2026.03 | 70 | 3 | |
| SeqLossEvaluation protocol=Zero-shot, Inference method=Monte Carlo rollouts (R=100)2026.03 | 70 | 3.5 | |
| EGEEvaluation protocol=Zero-shot, Inference method=Monte Carlo rollouts (R=100)2026.03 | 68.4 | 3.4 |