Wet-AMD Conversion Prediction on HARBOR 6-month window (test)
0.784AUROCTCsyn
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TCsynProtocol=Linear evaluation, Backbone=ResNet-502024.05 | 0.784 | 0.188 | 0.683 | |
| TCProtocol=Linear evaluation, Backbone=ResNet-502024.05 | 0.769 | 0.185 | 0.677 | |
| TC w/o DMProtocol=Linear evaluation, Backbone=ResNet-502024.05 | 0.761 | 0.163 | 0.658 | |
| AugSelfProtocol=Linear evaluation, Backbone=ResNet-502024.05 | 0.752 | 0.19 | 0.67 | |
| EquiModProtocol=Linear evaluation, Backbone=ResNet-502024.05 | 0.734 | 0.153 | 0.652 | |
| TC w/o lregProtocol=Linear evaluation, Backbone=ResNet-502024.05 | 0.732 | 0.137 | 0.661 | |
| TINCProtocol=Linear evaluation, Backbone=ResNet-502024.05 | 0.729 | 0.151 | 0.652 | |
| ESSLProtocol=Linear evaluation, Backbone=ResNet-502024.05 | 0.718 | 0.157 | 0.649 | |
| ImageNetProtocol=Linear evaluation, Backbone=ResNet-502024.05 | 0.714 | 0.106 | 0.648 | |
| VICRegProtocol=Linear evaluation, Backbone=ResNet-502024.05 | 0.7 | 0.137 | 0.65 | |
| STAMPEvaluation Protocol=Linear Evaluation, Reporting=4-folds2025.12 | 0.7 | 0.14 | 0.615 | |
| CropMAEEvaluation Protocol=Linear Evaluation, Reporting=4-folds2025.12 | 0.675 | 0.105 | 0.612 | |
| SiamMAEEvaluation Protocol=Linear Evaluation, Reporting=4-folds2025.12 | 0.666 | 0.108 | 0.606 | |
| ImageNetEvaluation Protocol=Full Finetuning, Reporting=4-folds2025.12 | 0.665 | 0.096 | 0.614 | |
| TCEvaluation Protocol=Linear Evaluation, Reporting=4-folds2025.12 | 0.643 | 0.101 | 0.611 | |
| RetFoundEvaluation Protocol=Full Finetuning, Reporting=4-folds2025.12 | 0.636 | 0.091 | 0.56 | |
| VisionFMEvaluation Protocol=Full Finetuning, Reporting=4-folds2025.12 | 0.631 | 0.09 | 0.583 | |
| MAEEvaluation Protocol=Linear Evaluation, Reporting=4-folds2025.12 | 0.62 | 0.087 | 0.562 | |
| RSPEvaluation Protocol=Linear Evaluation, Reporting=4-folds2025.12 | 0.58 | 0.084 | 0.532 |