# Optic Cup Segmentation on Fundus Image (held-out domain) Source: [Optic Cup Segmentation on Fundus Image (held-out domain)]() Collection index: [llms.txt]() Data updated: 2026-06-04T07:58:29.273Z Evaluation of Optic Cup segmentation performance on the held-out domain subset of the Fundus Image dataset, measured using Dice score and Average Symmetric Surface Distance (ASD). 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 | Optic Cup Segmentation | | Dataset (including any stated split) | Fundus Image (held-out domain) | | Metric | Dice | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 11 of 11 | | 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 - [Dice](): Higher is better; unit: PERCENT. - [ASD (mm)](): Lower is better; unit: OTHER. ## Recorded results | Method | Dice | Result date | Report paper | | --- | --- | --- | --- | | ROBUST-WT | 84.42 | Not recorded | 6a210657c10484bac23efe43 | | WT-PSE | 82.81 | Not recorded | 6a210657c10484bac23efe43 | | DSU | 81.42 | Not recorded | 6a210657c10484bac23efe43 | | DSIR | 81.4 | Not recorded | 6a210657c10484bac23efe43 | | ISD | 81.22 | Not recorded | 6a210657c10484bac23efe43 | | VAE pipeline | 81.12 | Not recorded | 6a210657c10484bac23efe43 | | DCAC | 81.1 | Not recorded | 6a210657c10484bac23efe43 | | SAML | 80.44 | Not recorded | 6a210657c10484bac23efe43 | | ERM | 80.07 | Not recorded | 6a210657c10484bac23efe43 | | KODG | 79.84 | Not recorded | 6a210657c10484bac23efe43 | | ERM-WT | 79.79 | Not recorded | 6a210657c10484bac23efe43 | ### ROBUST-WT Dice: 84.42. Result ID: 6a212ed0fbc373592c1c7da3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### WT-PSE Dice: 82.81. Result ID: 6a212ed0fbc373592c1c7da2. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DSU Dice: 81.42. Result ID: 6a212ed0fbc373592c1c7d9b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DSIR Dice: 81.4. Result ID: 6a212ed0fbc373592c1c7d9d. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ISD Dice: 81.22. Result ID: 6a212ed0fbc373592c1c7da1. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### VAE pipeline Dice: 81.12. Result ID: 6a212ed0fbc373592c1c7d9c. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DCAC Dice: 81.1. Result ID: 6a212ed0fbc373592c1c7d9e. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SAML Dice: 80.44. Result ID: 6a212ed0fbc373592c1c7d99. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ERM Dice: 80.07. Result ID: 6a212ed0fbc373592c1c7d9f. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### KODG Dice: 79.84. Result ID: 6a212ed0fbc373592c1c7d9a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ERM-WT Dice: 79.79. Result ID: 6a212ed0fbc373592c1c7da0. [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.