Geographic Atrophy (GA) conversion prediction on PINNACLE
0.848AUROCSTAMP
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| STAMPEvaluation Protocol=Linear evaluation, Time Window=12 months, Pretraining Dataset=HARBOR, Validation=5-folds2025.12 | 0.848 | 0.24 | 0.769 | |
| SiamMAEEvaluation Protocol=Linear evaluation, Time Window=12 months, Pretraining Dataset=HARBOR, Validation=5-folds2025.12 | 0.833 | 0.229 | 0.755 | |
| MAEEvaluation Protocol=Linear evaluation, Time Window=12 months, Pretraining Dataset=HARBOR, Validation=5-folds2025.12 | 0.83 | 0.208 | 0.752 | |
| CropMAEEvaluation Protocol=Linear evaluation, Time Window=12 months, Pretraining Dataset=HARBOR, Validation=5-folds2025.12 | 0.818 | 0.174 | 0.744 | |
| TCEvaluation Protocol=Linear evaluation, Time Window=12 months, Pretraining Dataset=HARBOR, Validation=5-folds2025.12 | 0.77 | 0.15 | 0.702 | |
| RSPEvaluation Protocol=Linear evaluation, Time Window=12 months, Pretraining Dataset=HARBOR, Validation=5-folds2025.12 | 0.769 | 0.155 | 0.69 |