# Lesion Segmentation on RETOUCH Topcon → Spectralis (test)

Source: [Lesion Segmentation on RETOUCH Topcon → Spectralis (test)](<https://www.sota2.com/research/sota/lesion-segmentation-on-retouch-topcon-spectralis-test>)

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

Data updated: 2026-06-18T08:17:32.339Z

Evaluation of Lesion Segmentation performance on the test split of the combined RETOUCH Topcon and Spectralis dataset, reporting metrics for Intraretinal Fluid (IRF), Subretinal Fluid (SRF), Pigment Epithelium Detachment (PED), and the mean score.

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 | Lesion Segmentation |
| Dataset (including any stated split) | RETOUCH Topcon → Spectralis (test) |
| Metric | Intraretinal Fluid Score |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 9 of 9 |
| 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

- [Intraretinal Fluid Score](<https://www.sota2.com/research/sota/lesion-segmentation-on-retouch-topcon-spectralis-test.md?metric=Intraretinal%20Fluid%20Score>): Higher is better; unit: PERCENT.

- [Subretinal Fluid Score](<https://www.sota2.com/research/sota/lesion-segmentation-on-retouch-topcon-spectralis-test.md?metric=Subretinal%20Fluid%20Score>): Higher is better; unit: PERCENT.

- [Pigment Epithelium Detachment Score](<https://www.sota2.com/research/sota/lesion-segmentation-on-retouch-topcon-spectralis-test.md?metric=Pigment%20Epithelium%20Detachment%20Score>): Higher is better; unit: PERCENT.

- [Mean Segmentation Score](<https://www.sota2.com/research/sota/lesion-segmentation-on-retouch-topcon-spectralis-test.md?metric=Mean%20Segmentation%20Score>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Intraretinal Fluid Score | Result date | Report paper |
| --- | --- | --- | --- |
| Upper | 60.4 | Not recorded | 6a337b84206542251d7c4fe3 |
| TENT | 53.9 | Not recorded | 6a337b84206542251d7c4fe3 |
| CoTTA | 53.5 | Not recorded | 6a337b84206542251d7c4fe3 |
| FM | 53.3 | Not recorded | 6a337b84206542251d7c4fe3 |
| Ours\_cond. | 52 | Not recorded | 6a337b84206542251d7c4fe3 |
| Ours\_uncond. | 51.6 | Not recorded | 6a337b84206542251d7c4fe3 |
| Baseline | 49.9 | Not recorded | 6a337b84206542251d7c4fe3 |
| CPDM | 43.8 | Not recorded | 6a337b84206542251d7c4fe3 |
| DDA | 38 | Not recorded | 6a337b84206542251d7c4fe3 |

### Upper

Intraretinal Fluid Score: 60.4. Result ID: 6a33a990fbc373592c30dd93.

[Reporting paper](<https://www.sota2.com/research/paper/6a337b84206542251d7c4fe3.md>)

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

### TENT

Intraretinal Fluid Score: 53.9. Result ID: 6a33a990fbc373592c30dd90.

[Reporting paper](<https://www.sota2.com/research/paper/6a337b84206542251d7c4fe3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa69941e209131cea22d2b.md>)

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

### CoTTA

Intraretinal Fluid Score: 53.5. Result ID: 6a33a990fbc373592c30dd8f.

[Reporting paper](<https://www.sota2.com/research/paper/6a337b84206542251d7c4fe3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c191e209131cea32283.md>)

[Implementation](<https://qin.ee/cotta>)

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

### FM

Intraretinal Fluid Score: 53.3. Result ID: 6a33a990fbc373592c30dd8e.

[Reporting paper](<https://www.sota2.com/research/paper/6a337b84206542251d7c4fe3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/691bfe976750be83fe5cf517.md>)

[Implementation](<https://github.com/LTH14/JiT>)

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

### Ours\_cond.

Intraretinal Fluid Score: 52. Result ID: 6a33a990fbc373592c30dd92.

[Reporting paper](<https://www.sota2.com/research/paper/6a337b84206542251d7c4fe3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a337b84206542251d7c4fe3.md>)

Recorded evaluation configuration: {"variant":"conditional"}. This record does not assert independent reproduction.

### Ours\_uncond.

Intraretinal Fluid Score: 51.6. Result ID: 6a33a990fbc373592c30dd91.

[Reporting paper](<https://www.sota2.com/research/paper/6a337b84206542251d7c4fe3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a337b84206542251d7c4fe3.md>)

Recorded evaluation configuration: {"variant":"unconditional"}. This record does not assert independent reproduction.

### Baseline

Intraretinal Fluid Score: 49.9. Result ID: 6a33a990fbc373592c30dd8b.

[Reporting paper](<https://www.sota2.com/research/paper/6a337b84206542251d7c4fe3.md>)

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

### CPDM

Intraretinal Fluid Score: 43.8. Result ID: 6a33a990fbc373592c30dd8c.

[Reporting paper](<https://www.sota2.com/research/paper/6a337b84206542251d7c4fe3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6fee1e209131cea4837a.md>)

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

### DDA

Intraretinal Fluid Score: 38. Result ID: 6a33a990fbc373592c30dd8d.

[Reporting paper](<https://www.sota2.com/research/paper/6a337b84206542251d7c4fe3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6fc51e209131cea47527.md>)

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

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