Group-disease prediction on UK Biobank Standard (test)
0.681AUROCPan-FM
Evaluation Results
| Method | Links | |
|---|---|---|
| Pan-FMEvaluation Protocol=Full Fine-tuning2026.05 | 0.681 | |
| Pan-FMEvaluation Protocol=Linear Probing2026.05 | 0.672 | |
| DINOv2Evaluation Protocol=Full Fine-tuning2026.05 | 0.666 | |
| MoCo-v3Evaluation Protocol=Linear Probing2026.05 | 0.658 | |
| MoCo-v3Evaluation Protocol=Full Fine-tuning2026.05 | 0.657 | |
| SimCLREvaluation Protocol=Linear Probing2026.05 | 0.653 | |
| SimCLREvaluation Protocol=Full Fine-tuning2026.05 | 0.652 | |
| DINOv2Evaluation Protocol=Linear Probing2026.05 | 0.652 | |
| Barlow TwinsEvaluation Protocol=Full Fine-tuning2026.05 | 0.649 | |
| Barlow TwinsEvaluation Protocol=Linear Probing2026.05 | 0.646 | |
| VICRegEvaluation Protocol=Full Fine-tuning2026.05 | 0.645 | |
| BYOLEvaluation Protocol=Full Fine-tuning2026.05 | 0.64 | |
| VICRegEvaluation Protocol=Linear Probing2026.05 | 0.64 | |
| BYOLEvaluation Protocol=Linear Probing2026.05 | 0.636 |