Clinical Prediction on MIMIC
81.8AUROCFINO
Evaluation results
| Method | Links | |
|---|---|---|
| FINOSupervised Parameters=2.7M, Backbone Status=frozen2026.06 | 81.8 | |
| Specialized SOTASupervised Parameters=80M-300M, Backbone Status=jointly trained / frozen2026.06 | 81.7 | |
| DINO (SSL)Supervised Parameters=2.7M, Backbone Status=frozen2026.06 | 81.1 | |
| fine-tuningSupervised Parameters=306M, Backbone Status=jointly trained2026.06 | 80.7 | |
| Group-DROSupervised Parameters=306M, Backbone Status=jointly trained2026.06 | 80 | |
| from scratchSupervised Parameters=306M, Backbone Status=jointly trained2026.06 | 76.8 | |
| frozen modelSupervised Parameters=2.7M, Backbone Status=frozen2026.06 | 75.9 |