# Wet-AMD Conversion Prediction on HARBOR 6-month window (test) Source: [Wet-AMD Conversion Prediction on HARBOR 6-month window (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:26:14.328Z Evaluation of wet-AMD conversion prediction performance using the HARBOR 6-month window test set, measured by 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 6-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. - [PR AUC](): Higher is better; unit: SCALAR. - [BAcc](): Higher is better; unit: SCALAR. ## Recorded results | Method | AUROC | Result date | Report paper | | --- | --- | --- | --- | | TCsyn | 0.784 | Not recorded | 68fa764b1e209131cea6c319 | | TC | 0.769 | Not recorded | 68fa764b1e209131cea6c319 | | TC w/o DM | 0.761 | Not recorded | 68fa764b1e209131cea6c319 | | AugSelf | 0.752 | Not recorded | 68fa764b1e209131cea6c319 | | EquiMod | 0.734 | Not recorded | 68fa764b1e209131cea6c319 | | TC w/o lreg | 0.732 | Not recorded | 68fa764b1e209131cea6c319 | | TINC | 0.729 | Not recorded | 68fa764b1e209131cea6c319 | | ESSL | 0.718 | Not recorded | 68fa764b1e209131cea6c319 | | ImageNet | 0.714 | Not recorded | 68fa764b1e209131cea6c319 | | VICReg | 0.7 | Not recorded | 68fa764b1e209131cea6c319 | | STAMP | 0.7 | Not recorded | 69535c9853fdd5c36173db32 | | CropMAE | 0.675 | Not recorded | 69535c9853fdd5c36173db32 | | SiamMAE | 0.666 | Not recorded | 69535c9853fdd5c36173db32 | | ImageNet | 0.665 | Not recorded | 69535c9853fdd5c36173db32 | | TC | 0.643 | Not recorded | 69535c9853fdd5c36173db32 | | RetFound | 0.636 | Not recorded | 69535c9853fdd5c36173db32 | | VisionFM | 0.631 | Not recorded | 69535c9853fdd5c36173db32 | | MAE | 0.62 | Not recorded | 69535c9853fdd5c36173db32 | | RSP | 0.58 | Not recorded | 69535c9853fdd5c36173db32 | ### TCsyn AUROC: 0.784. Result ID: 6994189f3a6c3148491b0665. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Protocol":"Linear evaluation","Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### TC AUROC: 0.769. Result ID: 6994189f3a6c3148491b0664. [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: 0.761. Result ID: 6994189f3a6c3148491b0662. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Protocol":"Linear evaluation","Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### AugSelf AUROC: 0.752. Result ID: 6994189f3a6c3148491b0660. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Protocol":"Linear evaluation","Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### EquiMod AUROC: 0.734. Result ID: 6994189f3a6c3148491b0661. [Reporting paper]() Recorded evaluation configuration: {"Protocol":"Linear evaluation","Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### TC w/o lreg AUROC: 0.732. Result ID: 6994189f3a6c3148491b0663. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Protocol":"Linear evaluation","Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### TINC AUROC: 0.729. Result ID: 6994189f3a6c3148491b065e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Protocol":"Linear evaluation","Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### ESSL AUROC: 0.718. Result ID: 6994189f3a6c3148491b065f. [Reporting paper]() Recorded evaluation configuration: {"Protocol":"Linear evaluation","Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### ImageNet AUROC: 0.714. Result ID: 6994189f3a6c3148491b065c. [Reporting paper]() Recorded evaluation configuration: {"Protocol":"Linear evaluation","Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### VICReg AUROC: 0.7. Result ID: 6994189f3a6c3148491b065d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Protocol":"Linear evaluation","Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### STAMP AUROC: 0.7. Result ID: 699934c45698665ec49de6b1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Linear Evaluation","Reporting":"4-folds"}. This record does not assert independent reproduction. ### CropMAE AUROC: 0.675. Result ID: 699934c45698665ec49de6af. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Linear Evaluation","Reporting":"4-folds"}. This record does not assert independent reproduction. ### SiamMAE AUROC: 0.666. Result ID: 699934c45698665ec49de6ae. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Linear Evaluation","Reporting":"4-folds"}. This record does not assert independent reproduction. ### ImageNet AUROC: 0.665. Result ID: 699934c45698665ec49de6aa. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Full Finetuning","Reporting":"4-folds"}. This record does not assert independent reproduction. ### TC AUROC: 0.643. Result ID: 699934c45698665ec49de6ac. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Linear Evaluation","Reporting":"4-folds"}. This record does not assert independent reproduction. ### RetFound AUROC: 0.636. Result ID: 699934c45698665ec49de6ab. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Full Finetuning","Reporting":"4-folds"}. This record does not assert independent reproduction. ### VisionFM AUROC: 0.631. Result ID: 699934c45698665ec49de6a9. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Full Finetuning","Reporting":"4-folds"}. This record does not assert independent reproduction. ### MAE AUROC: 0.62. Result ID: 699934c45698665ec49de6ad. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Linear Evaluation","Reporting":"4-folds"}. This record does not assert independent reproduction. ### RSP AUROC: 0.58. Result ID: 699934c45698665ec49de6b0. [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. 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