# Polyp Segmentation on Polyp Segmentation Domain C

Source: [Polyp Segmentation on Polyp Segmentation Domain C](<https://www.sota2.com/research/sota/polyp-segmentation-on-polyp-segmentation-domain-c>)

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

Data updated: 2026-03-13T07:53:45.381Z

Evaluation of polyp segmentation performance on the Polyp Segmentation Domain C dataset, reporting DSC, E\_max, and S\_alpha metrics.

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 | Polyp Segmentation |
| Dataset (including any stated split) | Polyp Segmentation Domain C |
| Metric | DSC |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 16 of 16 |
| 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

- [DSC](<https://www.sota2.com/research/sota/polyp-segmentation-on-polyp-segmentation-domain-c.md?metric=DSC>): Higher is better; unit: PERCENT.

- [E\_max](<https://www.sota2.com/research/sota/polyp-segmentation-on-polyp-segmentation-domain-c.md?metric=E_max>): Higher is better; unit: PERCENT.

- [S\_alpha](<https://www.sota2.com/research/sota/polyp-segmentation-on-polyp-segmentation-domain-c.md?metric=S_alpha>): Higher is better; unit: PERCENT.

## Recorded results

| Method | DSC | Result date | Report paper |
| --- | --- | --- | --- |
| GraTA | 73.22 | Not recorded | 69b399ee0636e5bf4afbc929 |
| SPEGC | 72.85 | Not recorded | 69b399ee0636e5bf4afbc929 |
| GraTA | 72.81 | Not recorded | 69b399ee0636e5bf4afbc929 |
| SPEGC | 72.51 | Not recorded | 69b399ee0636e5bf4afbc929 |
| Domain Adaptor | 71.77 | Not recorded | 69b399ee0636e5bf4afbc929 |
| VPTTA | 71.68 | Not recorded | 69b399ee0636e5bf4afbc929 |
| Domain Adaptor | 71.63 | Not recorded | 69b399ee0636e5bf4afbc929 |
| VPTTA | 71.01 | Not recorded | 69b399ee0636e5bf4afbc929 |
| SAR | 70.91 | Not recorded | 69b399ee0636e5bf4afbc929 |
| SAR | 70.51 | Not recorded | 69b399ee0636e5bf4afbc929 |
| No Adapt | 70.48 | Not recorded | 69b399ee0636e5bf4afbc929 |
| No Adapt | 70.48 | Not recorded | 69b399ee0636e5bf4afbc929 |
| TTDG | 70.3 | Not recorded | 69b399ee0636e5bf4afbc929 |
| TTDG | 69.82 | Not recorded | 69b399ee0636e5bf4afbc929 |
| NC-TTT | 69.14 | Not recorded | 69b399ee0636e5bf4afbc929 |
| NC-TTT | 68.93 | Not recorded | 69b399ee0636e5bf4afbc929 |

### GraTA

DSC: 73.22. Result ID: 69b3c27d47f34ce9249d8fd0.

[Reporting paper](<https://www.sota2.com/research/paper/69b399ee0636e5bf4afbc929.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66401e209131cea0f2db.md>)

Recorded evaluation configuration: {"Backbone":"ResUNet-50"}. This record does not assert independent reproduction.

### SPEGC

DSC: 72.85. Result ID: 69b3c27d47f34ce9249d8fd2.

[Reporting paper](<https://www.sota2.com/research/paper/69b399ee0636e5bf4afbc929.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69b399ee0636e5bf4afbc929.md>)

Recorded evaluation configuration: {"Backbone":"ResUNet-50"}. This record does not assert independent reproduction.

### GraTA

DSC: 72.81. Result ID: 69b3c27d47f34ce9249d8f31.

[Reporting paper](<https://www.sota2.com/research/paper/69b399ee0636e5bf4afbc929.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66401e209131cea0f2db.md>)

Recorded evaluation configuration: {"Backbone":"ResUNet-50"}. This record does not assert independent reproduction.

### SPEGC

DSC: 72.51. Result ID: 69b3c27d47f34ce9249d8f33.

[Reporting paper](<https://www.sota2.com/research/paper/69b399ee0636e5bf4afbc929.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69b399ee0636e5bf4afbc929.md>)

Recorded evaluation configuration: {"Backbone":"ResUNet-50"}. This record does not assert independent reproduction.

### Domain Adaptor

DSC: 71.77. Result ID: 69b3c27d47f34ce9249d8fcd.

[Reporting paper](<https://www.sota2.com/research/paper/69b399ee0636e5bf4afbc929.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa705f1e209131cea4aae0.md>)

Recorded evaluation configuration: {"Backbone":"ResUNet-50"}. This record does not assert independent reproduction.

### VPTTA

DSC: 71.68. Result ID: 69b3c27d47f34ce9249d8fcf.

[Reporting paper](<https://www.sota2.com/research/paper/69b399ee0636e5bf4afbc929.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa73541e209131cea5bdc1.md>)

Recorded evaluation configuration: {"Backbone":"ResUNet-50"}. This record does not assert independent reproduction.

### Domain Adaptor

DSC: 71.63. Result ID: 69b3c27d47f34ce9249d8f2e.

[Reporting paper](<https://www.sota2.com/research/paper/69b399ee0636e5bf4afbc929.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa705f1e209131cea4aae0.md>)

Recorded evaluation configuration: {"Backbone":"ResUNet-50"}. This record does not assert independent reproduction.

### VPTTA

DSC: 71.01. Result ID: 69b3c27d47f34ce9249d8f30.

[Reporting paper](<https://www.sota2.com/research/paper/69b399ee0636e5bf4afbc929.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa73541e209131cea5bdc1.md>)

Recorded evaluation configuration: {"Backbone":"ResUNet-50"}. This record does not assert independent reproduction.

### SAR

DSC: 70.91. Result ID: 69b3c27d47f34ce9249d8fcc.

[Reporting paper](<https://www.sota2.com/research/paper/69b399ee0636e5bf4afbc929.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6e961e209131cea40e77.md>)

Recorded evaluation configuration: {"Backbone":"ResUNet-50"}. This record does not assert independent reproduction.

### SAR

DSC: 70.51. Result ID: 69b3c27d47f34ce9249d8f2d.

[Reporting paper](<https://www.sota2.com/research/paper/69b399ee0636e5bf4afbc929.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6e961e209131cea40e77.md>)

Recorded evaluation configuration: {"Backbone":"ResUNet-50"}. This record does not assert independent reproduction.

### No Adapt

DSC: 70.48. Result ID: 69b3c27d47f34ce9249d8f2c.

[Reporting paper](<https://www.sota2.com/research/paper/69b399ee0636e5bf4afbc929.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa671a1e209131cea14359.md>)

Recorded evaluation configuration: {"Backbone":"ResUNet-50"}. This record does not assert independent reproduction.

### No Adapt

DSC: 70.48. Result ID: 69b3c27d47f34ce9249d8fcb.

[Reporting paper](<https://www.sota2.com/research/paper/69b399ee0636e5bf4afbc929.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa671a1e209131cea14359.md>)

Recorded evaluation configuration: {"Backbone":"ResUNet-50"}. This record does not assert independent reproduction.

### TTDG

DSC: 70.3. Result ID: 69b3c27d47f34ce9249d8fd1.

[Reporting paper](<https://www.sota2.com/research/paper/69b399ee0636e5bf4afbc929.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77751e209131cea733fd.md>)

[Implementation](<https://github.com/Yore0/TTDG-MGM>)

Recorded evaluation configuration: {"Backbone":"ResUNet-50"}. This record does not assert independent reproduction.

### TTDG

DSC: 69.82. Result ID: 69b3c27d47f34ce9249d8f32.

[Reporting paper](<https://www.sota2.com/research/paper/69b399ee0636e5bf4afbc929.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77751e209131cea733fd.md>)

[Implementation](<https://github.com/Yore0/TTDG-MGM>)

Recorded evaluation configuration: {"Backbone":"ResUNet-50"}. This record does not assert independent reproduction.

### NC-TTT

DSC: 69.14. Result ID: 69b3c27d47f34ce9249d8fce.

[Reporting paper](<https://www.sota2.com/research/paper/69b399ee0636e5bf4afbc929.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72e11e209131cea5925d.md>)

Recorded evaluation configuration: {"Backbone":"ResUNet-50"}. This record does not assert independent reproduction.

### NC-TTT

DSC: 68.93. Result ID: 69b3c27d47f34ce9249d8f2f.

[Reporting paper](<https://www.sota2.com/research/paper/69b399ee0636e5bf4afbc929.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72e11e209131cea5925d.md>)

Recorded evaluation configuration: {"Backbone":"ResUNet-50"}. This record does not assert independent reproduction.

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