# Optic Cup and Disc Segmentation on Fundus image dataset Center 1

Source: [Optic Cup and Disc Segmentation on Fundus image dataset Center 1](<https://www.sota2.com/research/sota/optic-cup-and-disc-segmentation-on-fundus-image-dataset-center-1>)

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

Data updated: 2026-03-24T13:55:05.717Z

Evaluation of Optic Cup and Optic Disc segmentation performance on the Fundus image dataset Center 1, measured using Average Symmetric Surface Distance (ASSD).

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 Center 1 |
| Metric | ASSD (OC) |
| 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 (OC)](<https://www.sota2.com/research/sota/optic-cup-and-disc-segmentation-on-fundus-image-dataset-center-1.md?metric=ASSD%20(OC)>): Lower is better; unit: SCALAR.

- [ASSD (OD)](<https://www.sota2.com/research/sota/optic-cup-and-disc-segmentation-on-fundus-image-dataset-center-1.md?metric=ASSD%20(OD)>): Lower is better; unit: SCALAR.

## Recorded results

| Method | ASSD (OC) | Result date | Report paper |
| --- | --- | --- | --- |
| DFQ | 3.14 | Not recorded | 68fa807e1e209131cea9d438 |
| TriD | 3.86 | Not recorded | 68fa807e1e209131cea9d438 |
| Upper bound w/o BDA | 4.64 | Not recorded | 68fa807e1e209131cea9d438 |
| Upper bound | 4.77 | Not recorded | 68fa807e1e209131cea9d438 |
| UniDDG | 4.79 | Not recorded | 68fa807e1e209131cea9d438 |
| Dofe | 4.83 | Not recorded | 68fa807e1e209131cea9d438 |
| Cutmix | 5.13 | Not recorded | 68fa807e1e209131cea9d438 |
| Dofe | 5.22 | Not recorded | 68fa807e1e209131cea9d438 |
| UniDDG | 5.41 | Not recorded | 68fa807e1e209131cea9d438 |
| UniDDG | 5.48 | Not recorded | 68fa807e1e209131cea9d438 |
| CDDSA | 5.49 | Not recorded | 68fa807e1e209131cea9d438 |
| BigAug | 5.51 | Not recorded | 68fa807e1e209131cea9d438 |
| Mixup | 6.35 | Not recorded | 68fa807e1e209131cea9d438 |
| Lower bound | 6.49 | Not recorded | 68fa807e1e209131cea9d438 |
| CDDSA | 6.78 | Not recorded | 68fa807e1e209131cea9d438 |
| Lower bound w/o BDA | 7.53 | Not recorded | 68fa807e1e209131cea9d438 |
| Manifold Mixup | 7.57 | Not recorded | 68fa807e1e209131cea9d438 |

### DFQ

ASSD (OC): 3.14. Result ID: 69c2976647f34ce924ab0914.

[Reporting paper](<https://www.sota2.com/research/paper/68fa807e1e209131cea9d438.md>)

Recorded evaluation configuration: {"Year":"2024"}. This record does not assert independent reproduction.

### TriD

ASSD (OC): 3.86. Result ID: 69c2976647f34ce924ab0913.

[Reporting paper](<https://www.sota2.com/research/paper/68fa807e1e209131cea9d438.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f9a1e209131cea468af.md>)

Recorded evaluation configuration: {"Year":"2023"}. This record does not assert independent reproduction.

### Upper bound w/o BDA

ASSD (OC): 4.64. Result ID: 69c2976647f34ce924ab0909.

[Reporting paper](<https://www.sota2.com/research/paper/68fa807e1e209131cea9d438.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa61e11e209131ce9f653d.md>)

[Implementation](<http://lmb.informatik.uni-freiburg.de/people/ronneber/u-net>)

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

### Upper bound

ASSD (OC): 4.77. Result ID: 69c2976647f34ce924ab090a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa807e1e209131cea9d438.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa61e11e209131ce9f653d.md>)

[Implementation](<http://lmb.informatik.uni-freiburg.de/people/ronneber/u-net>)

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

### UniDDG

ASSD (OC): 4.79. Result ID: 69c2976647f34ce924ab0917.

[Reporting paper](<https://www.sota2.com/research/paper/68fa807e1e209131cea9d438.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa807e1e209131cea9d438.md>)

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

### Dofe

ASSD (OC): 4.83. Result ID: 69c2976647f34ce924ab090f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa807e1e209131cea9d438.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa687e1e209131cea1c590.md>)

Recorded evaluation configuration: {"Year":"2020"}. This record does not assert independent reproduction.

### Cutmix

ASSD (OC): 5.13. Result ID: 69c2976647f34ce924ab090b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa807e1e209131cea9d438.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa663d1e209131cea0f1ce.md>)

[Implementation](<https://github.com/clovaai/CutMix-PyTorch>)

Recorded evaluation configuration: {"Year":"2019"}. This record does not assert independent reproduction.

### Dofe

ASSD (OC): 5.22. Result ID: 69c2976647f34ce924ab0910.

[Reporting paper](<https://www.sota2.com/research/paper/68fa807e1e209131cea9d438.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa687e1e209131cea1c590.md>)

Recorded evaluation configuration: {"domain\_label":"wrong"}. This record does not assert independent reproduction.

### UniDDG

ASSD (OC): 5.41. Result ID: 69c2976647f34ce924ab0915.

[Reporting paper](<https://www.sota2.com/research/paper/68fa807e1e209131cea9d438.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa807e1e209131cea9d438.md>)

Recorded evaluation configuration: {"Expansion Mask Attention":"false"}. This record does not assert independent reproduction.

### UniDDG

ASSD (OC): 5.48. Result ID: 69c2976647f34ce924ab0916.

[Reporting paper](<https://www.sota2.com/research/paper/68fa807e1e209131cea9d438.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa807e1e209131cea9d438.md>)

Recorded evaluation configuration: {"Style Augmentation":"false"}. This record does not assert independent reproduction.

### CDDSA

ASSD (OC): 5.49. Result ID: 69c2976647f34ce924ab0911.

[Reporting paper](<https://www.sota2.com/research/paper/68fa807e1e209131cea9d438.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6dfc1e209131cea3d2e9.md>)

Recorded evaluation configuration: {"Year":"2023"}. This record does not assert independent reproduction.

### BigAug

ASSD (OC): 5.51. Result ID: 69c2976647f34ce924ab090d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa807e1e209131cea9d438.md>)

Recorded evaluation configuration: {"Year":"2020"}. This record does not assert independent reproduction.

### Mixup

ASSD (OC): 6.35. Result ID: 69c2976647f34ce924ab090c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa807e1e209131cea9d438.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa644e1e209131cea03e44.md>)

[Implementation](<https://github.com/facebookresearch/mixup-cifar10>)

Recorded evaluation configuration: {"Year":"2017"}. This record does not assert independent reproduction.

### Lower bound

ASSD (OC): 6.49. Result ID: 69c2976647f34ce924ab0908.

[Reporting paper](<https://www.sota2.com/research/paper/68fa807e1e209131cea9d438.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa61e11e209131ce9f653d.md>)

[Implementation](<http://lmb.informatik.uni-freiburg.de/people/ronneber/u-net>)

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

### CDDSA

ASSD (OC): 6.78. Result ID: 69c2976647f34ce924ab0912.

[Reporting paper](<https://www.sota2.com/research/paper/68fa807e1e209131cea9d438.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6dfc1e209131cea3d2e9.md>)

Recorded evaluation configuration: {"domain\_label":"wrong"}. This record does not assert independent reproduction.

### Lower bound w/o BDA

ASSD (OC): 7.53. Result ID: 69c2976647f34ce924ab0907.

[Reporting paper](<https://www.sota2.com/research/paper/68fa807e1e209131cea9d438.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa61e11e209131ce9f653d.md>)

[Implementation](<http://lmb.informatik.uni-freiburg.de/people/ronneber/u-net>)

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

### Manifold Mixup

ASSD (OC): 7.57. Result ID: 69c2976647f34ce924ab090e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa807e1e209131cea9d438.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65bb1e209131cea0bec2.md>)

Recorded evaluation configuration: {"Year":"2019"}. This record does not assert independent reproduction.

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