# Photoreceptor Layer Segmentation on A (AMD (early, CNV), DME, RVO) (test) Source: [Photoreceptor Layer Segmentation on A (AMD (early, CNV), DME, RVO) (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:24:23.921Z Evaluation of Photoreceptor Layer Segmentation performance on the test split of the A dataset, which includes AMD (early, CNV), DME, and RVO sub-components. 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 | Photoreceptor Layer Segmentation | | Dataset (including any stated split) | A (AMD (early, CNV), DME, RVO) (test) | | Metric | AUC | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 6 of 6 | | 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: PERCENT. - [Dice Coeff](): Higher is better; unit: PERCENT. ## Recorded results | Method | AUC | Result date | Report paper | | --- | --- | --- | --- | | U2-Net | 96.69 | Not recorded | 68fa66801e209131cea10b12 | | U2-Net | 96.53 | Not recorded | 68fa66801e209131cea10b12 | | BRU-Net | 95.93 | Not recorded | 68fa66801e209131cea10b12 | | U-Net | 95.66 | Not recorded | 68fa66801e209131cea10b12 | | BU-Net | 95.05 | Not recorded | 68fa66801e209131cea10b12 | | BU-Net | 94.66 | Not recorded | 68fa66801e209131cea10b12 | ### U2-Net AUC: 96.69. Result ID: 698cf56b8b517eb4331df9cf. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of Monte Carlo samples (T)":10}. This record does not assert independent reproduction. ### U2-Net AUC: 96.53. Result ID: 698cf56b8b517eb4331df9ce. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of Monte Carlo samples (T)":1}. This record does not assert independent reproduction. ### BRU-Net AUC: 95.93. Result ID: 698cf56b8b517eb4331df9cb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### U-Net AUC: 95.66. Result ID: 698cf56b8b517eb4331df9ca. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### BU-Net AUC: 95.05. Result ID: 698cf56b8b517eb4331df9cd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of Monte Carlo samples (T)":10}. This record does not assert independent reproduction. ### BU-Net AUC: 94.66. Result ID: 698cf56b8b517eb4331df9cc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of Monte Carlo samples (T)":1}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.