# Retinal Vessel Segmentation on STARE (test) Source: [Retinal Vessel Segmentation on STARE (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:05:56.520Z Evaluation of retinal vessel segmentation performance on the test split of the STARE dataset, reporting metrics including PPV, TPR, TNR, ACC, and AUC. 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 | Retinal Vessel Segmentation | | Dataset (including any stated split) | STARE (test) | | Metric | TPR | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 16 of 16 | | 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 - [TPR](): Higher is better; unit: PERCENT. - [PPV](): Higher is better; unit: PERCENT. - [TNR](): Higher is better; unit: PERCENT. - [ACC](): Higher is better; unit: PERCENT. - [AUC](): Higher is better; unit: SCALAR. - [Connectivity](): Higher is better; unit: PERCENT. - [F1 Score](): Higher is better; unit: PERCENT. ## Recorded results | Method | TPR | Result date | Report paper | | --- | --- | --- | --- | | Liskowski et al. | 85.54 | Not recorded | 68fa65c51e209131cea0c633 | | Alom et al. | 82.98 | Not recorded | 68fa65c51e209131cea0c633 | | Li et al. | 77.26 | Not recorded | 68fa65c51e209131cea0c633 | | Roychowdhury et al. | 77.2 | Not recorded | 68fa65c51e209131cea0c633 | | Azzopardi et al. | 77.16 | Not recorded | 68fa65c51e209131cea0c633 | | IterNet | 77.15 | Not recorded | 68fa66ca1e209131cea12456 | | IterNet | 77.15 | Not recorded | 68fa66ca1e209131cea12456 | | DUNet | 74.28 | Not recorded | 68fa65c51e209131cea0c633 | | Fu et al. | 74.12 | Not recorded | 68fa65c51e209131cea0c633 | | Chen et al. | 72.95 | Not recorded | 68fa65c51e209131cea0c633 | | DUNet | 68.1 | Not recorded | 68fa66ca1e209131cea12456 | | DUNet | 68.1 | Not recorded | 68fa66ca1e209131cea12456 | | DenseBlock-UNet | 68.07 | Not recorded | 68fa66ca1e209131cea12456 | | DenseBlock-UNet | 68.07 | Not recorded | 68fa66ca1e209131cea12456 | | UNet | 66.81 | Not recorded | 68fa66ca1e209131cea12456 | | UNet | 66.81 | Not recorded | 68fa66ca1e209131cea12456 | ### Liskowski et al. TPR: 85.54. Result ID: 698cc9008b517eb4331cbaa3. [Reporting paper]() Recorded evaluation configuration: {"Type":"DNN","Year":"2016"}. This record does not assert independent reproduction. ### Alom et al. TPR: 82.98. Result ID: 698cc9008b517eb4331cbaa7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"DNN","Year":"2018"}. This record does not assert independent reproduction. ### Li et al. TPR: 77.26. Result ID: 698cc9008b517eb4331cbaa2. [Reporting paper]() Recorded evaluation configuration: {"Type":"DNN","Year":"2015"}. This record does not assert independent reproduction. ### Roychowdhury et al. TPR: 77.2. Result ID: 698cc9008b517eb4331cbaa5. [Reporting paper]() Recorded evaluation configuration: {"Type":"STA","Year":"2017"}. This record does not assert independent reproduction. ### Azzopardi et al. TPR: 77.16. Result ID: 698cc9008b517eb4331cbaa1. [Reporting paper]() Recorded evaluation configuration: {"Type":"STA","Year":"2015"}. This record does not assert independent reproduction. ### IterNet TPR: 77.15. Result ID: 698d06aa8b517eb4331e73e1. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"FoV":"Without Masks","Year":"2019"}. This record does not assert independent reproduction. ### IterNet TPR: 77.15. Result ID: 698d06aa8b517eb4331e73e5. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"FoV":"With Masks","Year":"2019"}. This record does not assert independent reproduction. ### DUNet TPR: 74.28. Result ID: 698cc9008b517eb4331cbaa8. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Type":"DNN","Year":"2018"}. This record does not assert independent reproduction. ### Fu et al. TPR: 74.12. Result ID: 698cc9008b517eb4331cbaa4. [Reporting paper]() Recorded evaluation configuration: {"Type":"DNN","Year":"2016"}. This record does not assert independent reproduction. ### Chen et al. TPR: 72.95. Result ID: 698cc9008b517eb4331cbaa6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"DNN","Year":"2017"}. This record does not assert independent reproduction. ### DUNet TPR: 68.1. Result ID: 698d06aa8b517eb4331e73e0. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"FoV":"Without Masks","Year":"2019"}. This record does not assert independent reproduction. ### DUNet TPR: 68.1. Result ID: 698d06aa8b517eb4331e73e4. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"FoV":"With Masks","Year":"2019"}. This record does not assert independent reproduction. ### DenseBlock-UNet TPR: 68.07. Result ID: 698d06aa8b517eb4331e73df. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"FoV":"Without Masks","Year":"2018"}. This record does not assert independent reproduction. ### DenseBlock-UNet TPR: 68.07. Result ID: 698d06aa8b517eb4331e73e3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"FoV":"With Masks","Year":"2018"}. This record does not assert independent reproduction. ### UNet TPR: 66.81. Result ID: 698d06aa8b517eb4331e73de. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"FoV":"Without Masks","Year":"2018"}. This record does not assert independent reproduction. ### UNet TPR: 66.81. Result ID: 698d06aa8b517eb4331e73e2. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"FoV":"With Masks","Year":"2018"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.