# Optic Cup and Disc Segmentation on Fundus image dataset Average across Centers Source: [Optic Cup and Disc Segmentation on Fundus image dataset Average across Centers]() Collection index: [llms.txt]() Data updated: 2026-03-24T13:55:05.860Z Evaluation of Optic Cup and Optic Disc segmentation performance across an average of multiple Fundus image centers, measured using Average Symmetric Surface Distance (ASSD) for individual structures and the overall average. 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 and Disc Segmentation | | Dataset (including any stated split) | Fundus image dataset Average across Centers | | Metric | ASSD (Optic Cup) | | Unit | SCALAR | | Direction | Lower is better | | Results loaded | 17 of 17 | | 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 - [ASSD (Optic Cup)](): Lower is better; unit: SCALAR. - [ASSD (Optic Disc)](): Lower is better; unit: SCALAR. - [ASSD (Overall Average)](): Lower is better; unit: SCALAR. ## Recorded results | Method | ASSD (Optic Cup) | Result date | Report paper | | --- | --- | --- | --- | | DFQ | 3.24 | Not recorded | 68fa807e1e209131cea9d438 | | Upper bound w/o BDA | 3.36 | Not recorded | 68fa807e1e209131cea9d438 | | Upper bound | 3.37 | Not recorded | 68fa807e1e209131cea9d438 | | Dofe | 3.56 | Not recorded | 68fa807e1e209131cea9d438 | | UniDDG | 3.61 | Not recorded | 68fa807e1e209131cea9d438 | | TriD | 3.66 | Not recorded | 68fa807e1e209131cea9d438 | | UniDDG | 3.87 | Not recorded | 68fa807e1e209131cea9d438 | | CDDSA | 3.92 | Not recorded | 68fa807e1e209131cea9d438 | | BigAug | 4.01 | Not recorded | 68fa807e1e209131cea9d438 | | Dofe | 4.25 | Not recorded | 68fa807e1e209131cea9d438 | | Cutmix | 4.27 | Not recorded | 68fa807e1e209131cea9d438 | | CDDSA | 4.61 | Not recorded | 68fa807e1e209131cea9d438 | | UniDDG | 4.66 | Not recorded | 68fa807e1e209131cea9d438 | | Lower bound | 4.72 | Not recorded | 68fa807e1e209131cea9d438 | | Manifold Mixup | 4.81 | Not recorded | 68fa807e1e209131cea9d438 | | Mixup | 6.42 | Not recorded | 68fa807e1e209131cea9d438 | | Lower bound w/o BDA | 7.64 | Not recorded | 68fa807e1e209131cea9d438 | ### DFQ ASSD (Optic Cup): 3.24. Result ID: 69c2976647f34ce924ab0958. [Reporting paper]() Recorded evaluation configuration: {"Year":"2024"}. This record does not assert independent reproduction. ### Upper bound w/o BDA ASSD (Optic Cup): 3.36. Result ID: 69c2976647f34ce924ab094d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Upper bound ASSD (Optic Cup): 3.37. Result ID: 69c2976647f34ce924ab094e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Dofe ASSD (Optic Cup): 3.56. Result ID: 69c2976647f34ce924ab0953. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Year":"2020"}. This record does not assert independent reproduction. ### UniDDG ASSD (Optic Cup): 3.61. Result ID: 69c2976647f34ce924ab095b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TriD ASSD (Optic Cup): 3.66. Result ID: 69c2976647f34ce924ab0957. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Year":"2023"}. This record does not assert independent reproduction. ### UniDDG ASSD (Optic Cup): 3.87. Result ID: 69c2976647f34ce924ab095a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Style Augmentation":"false"}. This record does not assert independent reproduction. ### CDDSA ASSD (Optic Cup): 3.92. Result ID: 69c2976647f34ce924ab0955. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Year":"2023"}. This record does not assert independent reproduction. ### BigAug ASSD (Optic Cup): 4.01. Result ID: 69c2976647f34ce924ab0951. [Reporting paper]() Recorded evaluation configuration: {"Year":"2020"}. This record does not assert independent reproduction. ### Dofe ASSD (Optic Cup): 4.25. Result ID: 69c2976647f34ce924ab0954. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"domain\_label":"wrong"}. This record does not assert independent reproduction. ### Cutmix ASSD (Optic Cup): 4.27. Result ID: 69c2976647f34ce924ab094f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Year":"2019"}. This record does not assert independent reproduction. ### CDDSA ASSD (Optic Cup): 4.61. Result ID: 69c2976647f34ce924ab0956. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"domain\_label":"wrong"}. This record does not assert independent reproduction. ### UniDDG ASSD (Optic Cup): 4.66. Result ID: 69c2976647f34ce924ab0959. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Expansion Mask Attention":"false"}. This record does not assert independent reproduction. ### Lower bound ASSD (Optic Cup): 4.72. Result ID: 69c2976647f34ce924ab094c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Manifold Mixup ASSD (Optic Cup): 4.81. Result ID: 69c2976647f34ce924ab0952. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Year":"2019"}. This record does not assert independent reproduction. ### Mixup ASSD (Optic Cup): 6.42. Result ID: 69c2976647f34ce924ab0950. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Year":"2017"}. This record does not assert independent reproduction. ### Lower bound w/o BDA ASSD (Optic Cup): 7.64. Result ID: 69c2976647f34ce924ab094b. [Reporting paper]() [Method origin paper]() [Implementation]() 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.