# Retinal vessel segmentation on SYNTHE

Source: [Retinal vessel segmentation on SYNTHE](<https://www.sota2.com/research/sota/retinal-vessel-segmentation-on-synthe>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-02-26T05:55:12.321Z

Evaluation of retinal vessel segmentation performance on the SYNTHE dataset, reporting metrics including PPV, F1 score, 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) | SYNTHE |
| Metric | PPV |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 3 of 3 |
| 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

- [PPV](<https://www.sota2.com/research/sota/retinal-vessel-segmentation-on-synthe.md?metric=PPV>): Higher is better; unit: SCALAR.

- [TPR](<https://www.sota2.com/research/sota/retinal-vessel-segmentation-on-synthe.md?metric=TPR>): Higher is better; unit: SCALAR.

- [TNR](<https://www.sota2.com/research/sota/retinal-vessel-segmentation-on-synthe.md?metric=TNR>): Higher is better; unit: SCALAR.

- [Accuracy](<https://www.sota2.com/research/sota/retinal-vessel-segmentation-on-synthe.md?metric=Accuracy>): Higher is better; unit: SCALAR.

- [F1 Score](<https://www.sota2.com/research/sota/retinal-vessel-segmentation-on-synthe.md?metric=F1%20Score>): Higher is better; unit: SCALAR.

- [Jaccard Similarity](<https://www.sota2.com/research/sota/retinal-vessel-segmentation-on-synthe.md?metric=Jaccard%20Similarity>): Higher is better; unit: SCALAR.

- [AUC](<https://www.sota2.com/research/sota/retinal-vessel-segmentation-on-synthe.md?metric=AUC>): Higher is better; unit: SCALAR.

## Recorded results

| Method | PPV | Result date | Report paper |
| --- | --- | --- | --- |
| DUNet | 0.8537 | Not recorded | 68fa65c51e209131cea0c633 |
| Alom et al. | 0.8509 | Not recorded | 68fa65c51e209131cea0c633 |
| Dasgupta et al. | 0.8485 | Not recorded | 68fa65c51e209131cea0c633 |

### DUNet

PPV: 0.8537. Result ID: 698cc9008b517eb4331cbaab.

[Reporting paper](<https://www.sota2.com/research/paper/68fa65c51e209131cea0c633.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65c51e209131cea0c633.md>)

[Implementation](<https://github.com/keras-team/keras>)

Recorded evaluation configuration: {"Pre-trained on":"DRIVE"}. This record does not assert independent reproduction.

### Alom et al.

PPV: 0.8509. Result ID: 698cc9008b517eb4331cbaaa.

[Reporting paper](<https://www.sota2.com/research/paper/68fa65c51e209131cea0c633.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa64691e209131cea04865.md>)

Recorded evaluation configuration: {"Pre-trained on":"DRIVE"}. This record does not assert independent reproduction.

### Dasgupta et al.

PPV: 0.8485. Result ID: 698cc9008b517eb4331cbaa9.

[Reporting paper](<https://www.sota2.com/research/paper/68fa65c51e209131cea0c633.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa62ee1e209131ce9fbf50.md>)

Recorded evaluation configuration: {"Pre-trained on":"DRIVE"}. This record does not assert independent reproduction.

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