# Retinal Fluid Segmentation on RETOUCH Cirrus → Spectralis (test)

Source: [Retinal Fluid Segmentation on RETOUCH Cirrus → Spectralis (test)](<https://www.sota2.com/research/sota/retinal-fluid-segmentation-on-retouch-cirrus-spectralis-test>)

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

Data updated: 2026-06-18T08:17:32.310Z

Evaluation of Retinal Fluid Segmentation performance on the test split combining RETOUCH Cirrus and Spectralis data, reporting metrics for Intraretinal Fluid (IRF), Subretinal Fluid (SRF), and Pigment Epithelium Detachment (PED).

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 Cirrus → Spectralis (test) |
| Metric | IRF |
| 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

- [IRF](<https://www.sota2.com/research/sota/retinal-fluid-segmentation-on-retouch-cirrus-spectralis-test.md?metric=IRF>): Higher is better; unit: PERCENT.

- [SRF](<https://www.sota2.com/research/sota/retinal-fluid-segmentation-on-retouch-cirrus-spectralis-test.md?metric=SRF>): Higher is better; unit: PERCENT.

- [PED](<https://www.sota2.com/research/sota/retinal-fluid-segmentation-on-retouch-cirrus-spectralis-test.md?metric=PED>): Higher is better; unit: PERCENT.

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

## Recorded results

| Method | IRF | Result date | Report paper |
| --- | --- | --- | --- |
| Upper | 69.5 | Not recorded | 6a337b84206542251d7c4fe3 |
| Ours\_uncond. | 58.8 | Not recorded | 6a337b84206542251d7c4fe3 |
| Ours\_cond. | 57.4 | Not recorded | 6a337b84206542251d7c4fe3 |
| FM | 57.1 | Not recorded | 6a337b84206542251d7c4fe3 |
| CPDM | 55.2 | Not recorded | 6a337b84206542251d7c4fe3 |
| CoTTA | 52 | Not recorded | 6a337b84206542251d7c4fe3 |
| Baseline | 51.7 | Not recorded | 6a337b84206542251d7c4fe3 |
| TENT | 51.5 | Not recorded | 6a337b84206542251d7c4fe3 |
| DDA | 50 | Not recorded | 6a337b84206542251d7c4fe3 |

### Upper

IRF: 69.5. Result ID: 6a33a990fbc373592c30dd8a.

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

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

### Ours\_uncond.

IRF: 58.8. Result ID: 6a33a990fbc373592c30dd88.

[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.

### Ours\_cond.

IRF: 57.4. Result ID: 6a33a990fbc373592c30dd89.

[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.

### FM

IRF: 57.1. Result ID: 6a33a990fbc373592c30dd85.

[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.

### CPDM

IRF: 55.2. Result ID: 6a33a990fbc373592c30dd83.

[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.

### CoTTA

IRF: 52. Result ID: 6a33a990fbc373592c30dd86.

[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.

### Baseline

IRF: 51.7. Result ID: 6a33a990fbc373592c30dd82.

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

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

### TENT

IRF: 51.5. Result ID: 6a33a990fbc373592c30dd87.

[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.

### DDA

IRF: 50. Result ID: 6a33a990fbc373592c30dd84.

[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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