# Optic Disc Segmentation on Fundus Image (held-out target domain)

Source: [Optic Disc Segmentation on Fundus Image (held-out target domain)](<https://www.sota2.com/research/sota/optic-disc-segmentation-on-fundus-image-held-out-target-domain>)

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

Data updated: 2026-06-04T07:58:29.312Z

Evaluation of Optic Disc segmentation performance on the held-out target domain subset of Fundus Images, measured using Dice Coefficient and Average 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 Disc Segmentation |
| Dataset (including any stated split) | Fundus Image (held-out target domain) |
| Metric | Dice Coefficient |
| 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 Coefficient](<https://www.sota2.com/research/sota/optic-disc-segmentation-on-fundus-image-held-out-target-domain.md?metric=Dice%20Coefficient>): Higher is better; unit: PERCENT.

- [Average Surface Distance (mm)](<https://www.sota2.com/research/sota/optic-disc-segmentation-on-fundus-image-held-out-target-domain.md?metric=Average%20Surface%20Distance%20(mm)>): Lower is better; unit: OTHER.

## Recorded results

| Method | Dice Coefficient | Result date | Report paper |
| --- | --- | --- | --- |
| ROBUST-WT | 95.66 | Not recorded | 6a210657c10484bac23efe43 |
| WT-PSE | 93.8 | Not recorded | 6a210657c10484bac23efe43 |
| ISD | 92.23 | Not recorded | 6a210657c10484bac23efe43 |
| DCAC | 92.04 | Not recorded | 6a210657c10484bac23efe43 |
| SAML | 91.8 | Not recorded | 6a210657c10484bac23efe43 |
| KODG | 91.78 | Not recorded | 6a210657c10484bac23efe43 |
| ERM | 91.66 | Not recorded | 6a210657c10484bac23efe43 |
| DSU | 91.61 | Not recorded | 6a210657c10484bac23efe43 |
| VAE pipeline | 91.54 | Not recorded | 6a210657c10484bac23efe43 |
| DSIR | 91.2 | Not recorded | 6a210657c10484bac23efe43 |
| ERM-WT | 90.92 | Not recorded | 6a210657c10484bac23efe43 |

### ROBUST-WT

Dice Coefficient: 95.66. Result ID: 6a212ed0fbc373592c1c7dae.

[Reporting paper](<https://www.sota2.com/research/paper/6a210657c10484bac23efe43.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a210657c10484bac23efe43.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### WT-PSE

Dice Coefficient: 93.8. Result ID: 6a212ed0fbc373592c1c7dad.

[Reporting paper](<https://www.sota2.com/research/paper/6a210657c10484bac23efe43.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### ISD

Dice Coefficient: 92.23. Result ID: 6a212ed0fbc373592c1c7dac.

[Reporting paper](<https://www.sota2.com/research/paper/6a210657c10484bac23efe43.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### DCAC

Dice Coefficient: 92.04. Result ID: 6a212ed0fbc373592c1c7da9.

[Reporting paper](<https://www.sota2.com/research/paper/6a210657c10484bac23efe43.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### SAML

Dice Coefficient: 91.8. Result ID: 6a212ed0fbc373592c1c7da4.

[Reporting paper](<https://www.sota2.com/research/paper/6a210657c10484bac23efe43.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### KODG

Dice Coefficient: 91.78. Result ID: 6a212ed0fbc373592c1c7da5.

[Reporting paper](<https://www.sota2.com/research/paper/6a210657c10484bac23efe43.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a571e209131cea27936.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### ERM

Dice Coefficient: 91.66. Result ID: 6a212ed0fbc373592c1c7daa.

[Reporting paper](<https://www.sota2.com/research/paper/6a210657c10484bac23efe43.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### DSU

Dice Coefficient: 91.61. Result ID: 6a212ed0fbc373592c1c7da6.

[Reporting paper](<https://www.sota2.com/research/paper/6a210657c10484bac23efe43.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c571e209131cea33643.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### VAE pipeline

Dice Coefficient: 91.54. Result ID: 6a212ed0fbc373592c1c7da7.

[Reporting paper](<https://www.sota2.com/research/paper/6a210657c10484bac23efe43.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### DSIR

Dice Coefficient: 91.2. Result ID: 6a212ed0fbc373592c1c7da8.

[Reporting paper](<https://www.sota2.com/research/paper/6a210657c10484bac23efe43.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### ERM-WT

Dice Coefficient: 90.92. Result ID: 6a212ed0fbc373592c1c7dab.

[Reporting paper](<https://www.sota2.com/research/paper/6a210657c10484bac23efe43.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

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