EHR prediction on EHRshot
82AUROCGenHPF
Evaluation results
| Method | Links | |
|---|---|---|
| GenHPFTrain mode=Multi, Tokenization Strategy=LLM Align2026.03 | 82 | |
| ReMedTrain mode=Multi, Tokenization Strategy=MLTok2026.03 | 81.7 | |
| ReMedTrain mode=Multi, Tokenization Strategy=LLM Align2026.03 | 81.7 | |
| ReMedTrain mode=Multi, Tokenization Strategy=EnTok2026.03 | 81.5 | |
| YAIB*Train mode=Single, Tokenization Strategy=Code-base2026.03 | 81.4 | |
| GenHPFTrain mode=Multi, Tokenization Strategy=EnTok2026.03 | 81.2 | |
| ReMedTrain mode=Single, Tokenization Strategy=EnTok2026.03 | 81.2 | |
| ReMedTrain mode=Single, Tokenization Strategy=LLM Align2026.03 | 81.2 | |
| ReMedTrain mode=Single, Tokenization Strategy=MLTok2026.03 | 80.8 | |
| GenHPFTrain mode=Multi, Tokenization Strategy=MLTok2026.03 | 80.7 | |
| Rajikomar*Train mode=Single, Tokenization Strategy=Code-base2026.03 | 80.5 | |
| YAIB*Train mode=Multi, Tokenization Strategy=Code-base2026.03 | 80.2 | |
| GenHPFTrain mode=Single, Tokenization Strategy=EnTok2026.03 | 80.2 | |
| GenHPFTrain mode=Single, Tokenization Strategy=LLM Align2026.03 | 80.2 | |
| GenHPFTrain mode=Single, Tokenization Strategy=MLTok2026.03 | 79.8 | |
| Rajikomar*Train mode=Multi, Tokenization Strategy=Code-base2026.03 | 79.5 |