# Lesion Segmentation on In-house Topcon → Spectralis (test) Source: [Lesion Segmentation on In-house Topcon → Spectralis (test)]() Collection index: [llms.txt]() Data updated: 2026-06-18T08:17:32.370Z Evaluation of lesion segmentation performance on the test split of the proprietary In-house Topcon and Spectralis dataset, reporting Generalized Area Dice Score (GA DSC) and Fréchet Inception Distance (FID). 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 | Lesion Segmentation | | Dataset (including any stated split) | In-house Topcon → Spectralis (test) | | Metric | GA DSC | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 8 of 8 | | 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 - [GA DSC](): Higher is better; unit: PERCENT. - [FID](): Lower is better; unit: SCALAR. ## Recorded results | Method | GA DSC | Result date | Report paper | | --- | --- | --- | --- | | Upper | 77.3 | Not recorded | 6a337b84206542251d7c4fe3 | | Ours\_cond. | 57.1 | Not recorded | 6a337b84206542251d7c4fe3 | | Ours\_uncond. | 56.1 | Not recorded | 6a337b84206542251d7c4fe3 | | DDA | 53.2 | Not recorded | 6a337b84206542251d7c4fe3 | | CPDM | 52.4 | Not recorded | 6a337b84206542251d7c4fe3 | | FM | 49.4 | Not recorded | 6a337b84206542251d7c4fe3 | | TENT | 48.6 | Not recorded | 6a337b84206542251d7c4fe3 | | Baseline | 43.7 | Not recorded | 6a337b84206542251d7c4fe3 | ### Upper GA DSC: 77.3. Result ID: 6a33a990fbc373592c30dd9b. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Ours\_cond. GA DSC: 57.1. Result ID: 6a33a990fbc373592c30dd9a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"variant":"conditional"}. This record does not assert independent reproduction. ### Ours\_uncond. GA DSC: 56.1. Result ID: 6a33a990fbc373592c30dd99. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"variant":"unconditional"}. This record does not assert independent reproduction. ### DDA GA DSC: 53.2. Result ID: 6a33a990fbc373592c30dd96. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CPDM GA DSC: 52.4. Result ID: 6a33a990fbc373592c30dd95. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### FM GA DSC: 49.4. Result ID: 6a33a990fbc373592c30dd97. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TENT GA DSC: 48.6. Result ID: 6a33a990fbc373592c30dd98. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Baseline GA DSC: 43.7. Result ID: 6a33a990fbc373592c30dd94. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.