# Polyp Segmentation on Polyp Segmentation Domain B

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

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

Data updated: 2026-03-13T07:53:45.356Z

Evaluation of polyp segmentation performance on the Polyp Segmentation Domain B dataset, reporting Dice Similarity Coefficient (DSC), maximum error (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 B |
| 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-b.md?metric=DSC>): Higher is better; unit: PERCENT.

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

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

## Recorded results

| Method | DSC | Result date | Report paper |
| --- | --- | --- | --- |
| NC-TTT | 73.77 | Not recorded | 69b399ee0636e5bf4afbc929 |
| NC-TTT | 73.51 | Not recorded | 69b399ee0636e5bf4afbc929 |
| SPEGC | 72.87 | Not recorded | 69b399ee0636e5bf4afbc929 |
| SPEGC | 72.62 | Not recorded | 69b399ee0636e5bf4afbc929 |
| VPTTA | 71.76 | Not recorded | 69b399ee0636e5bf4afbc929 |
| VPTTA | 71.48 | Not recorded | 69b399ee0636e5bf4afbc929 |
| Domain Adaptor | 71.13 | Not recorded | 69b399ee0636e5bf4afbc929 |
| Domain Adaptor | 70.87 | Not recorded | 69b399ee0636e5bf4afbc929 |
| TTDG | 70.57 | Not recorded | 69b399ee0636e5bf4afbc929 |
| GraTA | 70.23 | Not recorded | 69b399ee0636e5bf4afbc929 |
| TTDG | 70.02 | Not recorded | 69b399ee0636e5bf4afbc929 |
| GraTA | 68.82 | Not recorded | 69b399ee0636e5bf4afbc929 |
| SAR | 68.34 | Not recorded | 69b399ee0636e5bf4afbc929 |
| No Adapt | 68.33 | Not recorded | 69b399ee0636e5bf4afbc929 |
| No Adapt | 68.33 | Not recorded | 69b399ee0636e5bf4afbc929 |
| SAR | 67.81 | Not recorded | 69b399ee0636e5bf4afbc929 |

### NC-TTT

DSC: 73.77. Result ID: 69b3c27d47f34ce9249d8fc6.

[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: 73.51. Result ID: 69b3c27d47f34ce9249d8f27.

[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.

### SPEGC

DSC: 72.87. Result ID: 69b3c27d47f34ce9249d8fca.

[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.

### SPEGC

DSC: 72.62. Result ID: 69b3c27d47f34ce9249d8f2b.

[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.

### VPTTA

DSC: 71.76. Result ID: 69b3c27d47f34ce9249d8fc7.

[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.

### VPTTA

DSC: 71.48. Result ID: 69b3c27d47f34ce9249d8f28.

[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: 71.13. Result ID: 69b3c27d47f34ce9249d8fc5.

[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.

### Domain Adaptor

DSC: 70.87. Result ID: 69b3c27d47f34ce9249d8f26.

[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.

### TTDG

DSC: 70.57. Result ID: 69b3c27d47f34ce9249d8fc9.

[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.

### GraTA

DSC: 70.23. Result ID: 69b3c27d47f34ce9249d8fc8.

[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.

### TTDG

DSC: 70.02. Result ID: 69b3c27d47f34ce9249d8f2a.

[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.

### GraTA

DSC: 68.82. Result ID: 69b3c27d47f34ce9249d8f29.

[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.

### SAR

DSC: 68.34. Result ID: 69b3c27d47f34ce9249d8fc4.

[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: 68.33. Result ID: 69b3c27d47f34ce9249d8f24.

[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: 68.33. Result ID: 69b3c27d47f34ce9249d8fc3.

[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.

### SAR

DSC: 67.81. Result ID: 69b3c27d47f34ce9249d8f25.

[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.

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