# Fundus Image Segmentation on Drishti-GS to RIM-ONE-r3 Source: [Fundus Image Segmentation on Drishti-GS to RIM-ONE-r3]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:40:58.502Z Evaluation of general Fundus Image Segmentation performance across the Drishti-GS and RIM-ONE-r3 datasets, typically reporting Dice and ASD metrics for both the Optic Cup and Optic Disc structures. 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 | Fundus Image Segmentation | | Dataset (including any stated split) | Drishti-GS to RIM-ONE-r3 | | Metric | Dice (Optic Cup) | | 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 - [Dice (Optic Cup)](): Higher is better; unit: PERCENT. - [Dice (Optic Disc)](): Higher is better; unit: PERCENT. - [Dice (Average)](): Higher is better; unit: PERCENT. - [ASD (Optic Cup)](): Lower is better; unit: SCALAR. - [ASD (Optic Disc)](): Lower is better; unit: SCALAR. - [ASD (Average)](): Lower is better; unit: SCALAR. ## Recorded results | Method | Dice (Optic Cup) | Result date | Report paper | | --- | --- | --- | --- | | Upper bound | 83.81 | Not recorded | 68fa705b1e209131cea4a920 | | CPR | 75.02 | Not recorded | 68fa705b1e209131cea4a920 | | FSM | 74.34 | Not recorded | 68fa705b1e209131cea4a920 | | U-D4R | 73.48 | Not recorded | 68fa705b1e209131cea4a920 | | DPL | 71.7 | Not recorded | 68fa705b1e209131cea4a920 | | W/o adaptation | 70.84 | Not recorded | 68fa705b1e209131cea4a920 | ### Upper bound Dice (Optic Cup): 83.81. Result ID: 69912c5a3a6c314849063ad9. [Reporting paper]() Recorded evaluation configuration: {"adaptation\_setting":"fully supervised training on target dataset"}. This record does not assert independent reproduction. ### CPR Dice (Optic Cup): 75.02. Result ID: 69912c5a3a6c314849063add. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"adaptation\_setting":"source-free unsupervised domain adaptation"}. This record does not assert independent reproduction. ### FSM Dice (Optic Cup): 74.34. Result ID: 69912c5a3a6c314849063adb. [Reporting paper]() Recorded evaluation configuration: {"adaptation\_setting":"source-free unsupervised domain adaptation"}. This record does not assert independent reproduction. ### U-D4R Dice (Optic Cup): 73.48. Result ID: 69912c5a3a6c314849063adc. [Reporting paper]() Recorded evaluation configuration: {"adaptation\_setting":"source-free unsupervised domain adaptation"}. This record does not assert independent reproduction. ### DPL Dice (Optic Cup): 71.7. Result ID: 69912c5a3a6c314849063ada. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"adaptation\_setting":"source-free unsupervised domain adaptation"}. This record does not assert independent reproduction. ### W/o adaptation Dice (Optic Cup): 70.84. Result ID: 69912c5a3a6c314849063ad8. [Reporting paper]() Recorded evaluation configuration: {"adaptation\_setting":"direct evaluation of source model on target"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.