# wet-AMD conversion prediction on HARBOR 12-month window (test) Source: [wet-AMD conversion prediction on HARBOR 12-month window (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:26:14.354Z Evaluation of wet-AMD conversion prediction performance on the test split of the HARBOR 12-month window dataset, measured using AUROC, PRAUC, and BAcc. A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | wet-AMD conversion prediction | | Dataset (including any stated split) | HARBOR 12-month window (test) | | Metric | AUROC | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 19 of 19 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [AUROC](): Higher is better; unit: SCALAR. - [PRAUC](): Higher is better; unit: SCALAR. - [BAcc](): Higher is better; unit: PERCENT. ## Recorded results | Method | AUROC | Result date | Report paper | | --- | --- | --- | --- | | TCsyn | 0.775 | Not recorded | 68fa764b1e209131cea6c319 | | TC | 0.752 | Not recorded | 68fa764b1e209131cea6c319 | | TC w/o DM | 0.748 | Not recorded | 68fa764b1e209131cea6c319 | | AugSelf | 0.735 | Not recorded | 68fa764b1e209131cea6c319 | | TC w/o lreg | 0.721 | Not recorded | 68fa764b1e209131cea6c319 | | EquiMod | 0.718 | Not recorded | 68fa764b1e209131cea6c319 | | ESSL | 0.699 | Not recorded | 68fa764b1e209131cea6c319 | | ImageNet | 0.692 | Not recorded | 68fa764b1e209131cea6c319 | | TINC | 0.688 | Not recorded | 68fa764b1e209131cea6c319 | | VICReg | 0.671 | Not recorded | 68fa764b1e209131cea6c319 | | STAMP | 0.671 | Not recorded | 69535c9853fdd5c36173db32 | | ImageNet | 0.64 | Not recorded | 69535c9853fdd5c36173db32 | | SiamMAE | 0.638 | Not recorded | 69535c9853fdd5c36173db32 | | MAE | 0.602 | Not recorded | 69535c9853fdd5c36173db32 | | TC | 0.599 | Not recorded | 69535c9853fdd5c36173db32 | | VisionFM | 0.593 | Not recorded | 69535c9853fdd5c36173db32 | | RetFound | 0.551 | Not recorded | 69535c9853fdd5c36173db32 | | RSP | 0.54 | Not recorded | 69535c9853fdd5c36173db32 | | CropMAE | 0.523 | Not recorded | 69535c9853fdd5c36173db32 | ### TCsyn AUROC: 0.775. Result ID: 6994189f3a6c3148491b066f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Protocol":"Linear evaluation","Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### TC AUROC: 0.752. Result ID: 6994189f3a6c3148491b066e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Protocol":"Linear evaluation","Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### TC w/o DM AUROC: 0.748. Result ID: 6994189f3a6c3148491b066c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Protocol":"Linear evaluation","Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### AugSelf AUROC: 0.735. Result ID: 6994189f3a6c3148491b066a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Protocol":"Linear evaluation","Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### TC w/o lreg AUROC: 0.721. Result ID: 6994189f3a6c3148491b066d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Protocol":"Linear evaluation","Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### EquiMod AUROC: 0.718. Result ID: 6994189f3a6c3148491b066b. [Reporting paper]() Recorded evaluation configuration: {"Protocol":"Linear evaluation","Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### ESSL AUROC: 0.699. Result ID: 6994189f3a6c3148491b0669. [Reporting paper]() Recorded evaluation configuration: {"Protocol":"Linear evaluation","Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### ImageNet AUROC: 0.692. Result ID: 6994189f3a6c3148491b0666. [Reporting paper]() Recorded evaluation configuration: {"Protocol":"Linear evaluation","Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### TINC AUROC: 0.688. Result ID: 6994189f3a6c3148491b0668. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Protocol":"Linear evaluation","Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### VICReg AUROC: 0.671. Result ID: 6994189f3a6c3148491b0667. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Protocol":"Linear evaluation","Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### STAMP AUROC: 0.671. Result ID: 699934c45698665ec49de6ba. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Linear Evaluation","Reporting":"4-folds"}. This record does not assert independent reproduction. ### ImageNet AUROC: 0.64. Result ID: 699934c45698665ec49de6b3. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Full Finetuning","Reporting":"4-folds"}. This record does not assert independent reproduction. ### SiamMAE AUROC: 0.638. Result ID: 699934c45698665ec49de6b7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Linear Evaluation","Reporting":"4-folds"}. This record does not assert independent reproduction. ### MAE AUROC: 0.602. Result ID: 699934c45698665ec49de6b6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Linear Evaluation","Reporting":"4-folds"}. This record does not assert independent reproduction. ### TC AUROC: 0.599. Result ID: 699934c45698665ec49de6b5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Linear Evaluation","Reporting":"4-folds"}. This record does not assert independent reproduction. ### VisionFM AUROC: 0.593. Result ID: 699934c45698665ec49de6b2. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Full Finetuning","Reporting":"4-folds"}. This record does not assert independent reproduction. ### RetFound AUROC: 0.551. Result ID: 699934c45698665ec49de6b4. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Full Finetuning","Reporting":"4-folds"}. This record does not assert independent reproduction. ### RSP AUROC: 0.54. Result ID: 699934c45698665ec49de6b9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Linear Evaluation","Reporting":"4-folds"}. This record does not assert independent reproduction. ### CropMAE AUROC: 0.523. Result ID: 699934c45698665ec49de6b8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Linear Evaluation","Reporting":"4-folds"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.