# Geographic Atrophy disease identification on OCT-GA (test) Source: [Geographic Atrophy disease identification on OCT-GA (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:24:27.012Z Evaluation of model performance for identifying Geographic Atrophy disease using the test split of the OCT-GA dataset, measured primarily by AUC. 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 | Geographic Atrophy disease identification | | Dataset (including any stated split) | OCT-GA (test) | | Metric | AUC | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 14 of 14 | | 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 - [AUC](): Higher is better; unit: SCALAR. ## Recorded results | Method | AUC | Result date | Report paper | | --- | --- | --- | --- | | WCoRD | 0.845 | Not recorded | 68fa699f1e209131cea23268 | | CRD | 0.8343 | Not recorded | 68fa699f1e209131cea23268 | | SP | 0.8245 | Not recorded | 68fa699f1e209131cea23268 | | AT | 0.8243 | Not recorded | 68fa699f1e209131cea23268 | | Student | 0.8216 | Not recorded | 68fa699f1e209131cea23268 | | LCKT | 0.813 | Not recorded | 68fa699f1e209131cea23268 | | CC | 0.8097 | Not recorded | 68fa699f1e209131cea23268 | | WCoRD | 0.8085 | Not recorded | 68fa699f1e209131cea23268 | | SP | 0.8081 | Not recorded | 68fa699f1e209131cea23268 | | AT | 0.8075 | Not recorded | 68fa699f1e209131cea23268 | | LCKT | 0.8074 | Not recorded | 68fa699f1e209131cea23268 | | CRD | 0.7968 | Not recorded | 68fa699f1e209131cea23268 | | Student | 0.7912 | Not recorded | 68fa699f1e209131cea23268 | | CC | 0.7901 | Not recorded | 68fa699f1e209131cea23268 | ### WCoRD AUC: 0.845. Result ID: 698dc85b8b517eb43323b238. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet-8x4","Parameter Size":"4.61 Mb"}. This record does not assert independent reproduction. ### CRD AUC: 0.8343. Result ID: 698dc85b8b517eb43323b236. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ResNet-8x4","Parameter Size":"4.61 Mb"}. This record does not assert independent reproduction. ### SP AUC: 0.8245. Result ID: 698dc85b8b517eb43323b234. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet-8x4","Parameter Size":"4.61 Mb"}. This record does not assert independent reproduction. ### AT AUC: 0.8243. Result ID: 698dc85b8b517eb43323b233. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ResNet-8x4","Parameter Size":"4.61 Mb"}. This record does not assert independent reproduction. ### Student AUC: 0.8216. Result ID: 698dc85b8b517eb43323b232. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"ResNet-8x4","Parameter Size":"4.61 Mb"}. This record does not assert independent reproduction. ### LCKT AUC: 0.813. Result ID: 698dc85b8b517eb43323b237. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"ResNet-8x4","Parameter Size":"4.61 Mb"}. This record does not assert independent reproduction. ### CC AUC: 0.8097. Result ID: 698dc85b8b517eb43323b235. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet-8x4","Parameter Size":"4.61 Mb"}. This record does not assert independent reproduction. ### WCoRD AUC: 0.8085. Result ID: 698dc85b8b517eb43323b23f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Inception-v3","Parameter Size":"84.61 Mb"}. This record does not assert independent reproduction. ### SP AUC: 0.8081. Result ID: 698dc85b8b517eb43323b23b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Inception-v3","Parameter Size":"84.61 Mb"}. This record does not assert independent reproduction. ### AT AUC: 0.8075. Result ID: 698dc85b8b517eb43323b23a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"Inception-v3","Parameter Size":"84.61 Mb"}. This record does not assert independent reproduction. ### LCKT AUC: 0.8074. Result ID: 698dc85b8b517eb43323b23e. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"Inception-v3","Parameter Size":"84.61 Mb"}. This record does not assert independent reproduction. ### CRD AUC: 0.7968. Result ID: 698dc85b8b517eb43323b23d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"Inception-v3","Parameter Size":"84.61 Mb"}. This record does not assert independent reproduction. ### Student AUC: 0.7912. Result ID: 698dc85b8b517eb43323b239. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"Inception-v3","Parameter Size":"84.61 Mb"}. This record does not assert independent reproduction. ### CC AUC: 0.7901. Result ID: 698dc85b8b517eb43323b23c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Inception-v3","Parameter Size":"84.61 Mb"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.