AD conversion prediction on ADNI (1-year window)
0.812AUROCSTAMP
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| STAMPProtocol=Linear evaluation2025.12 | 0.812 | 0.277 | 0.736 | |
| RSPProtocol=Linear evaluation2025.12 | 0.785 | 0.215 | 0.723 | |
| SiamMAEProtocol=Linear evaluation2025.12 | 0.775 | 0.22 | 0.721 | |
| CropMAEProtocol=Linear evaluation2025.12 | 0.769 | 0.198 | 0.712 | |
| ImageNetProtocol=Linear evaluation2025.12 | 0.736 | 0.188 | 0.639 | |
| yAwareProtocol=Linear evaluation2025.12 | 0.73 | 0.188 | 0.625 | |
| MAEProtocol=Linear evaluation2025.12 | 0.721 | 0.152 | 0.634 | |
| Random initProtocol=Linear evaluation2025.12 | 0.69 | 0.142 | 0.628 |