# Semantic Segmentation on 2D Polyp Sessile (test)

Source: [Semantic Segmentation on 2D Polyp Sessile (test)](<https://www.sota2.com/research/sota/semantic-segmentation-on-2d-polyp-sessile-test>)

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

Data updated: 2026-02-26T05:41:04.263Z

Evaluation of Semantic Segmentation performance on the test split of the 2D Polyp Sessile dataset, reporting Dice 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 | Semantic Segmentation |
| Dataset (including any stated split) | 2D Polyp Sessile (test) |
| Metric | Dice Score |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 6 of 6 |
| 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

- [Dice Score](<https://www.sota2.com/research/sota/semantic-segmentation-on-2d-polyp-sessile-test.md?metric=Dice%20Score>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Dice Score | Result date | Report paper |
| --- | --- | --- | --- |
| SwIPE | 85.05 | Not recorded | 68fa72931e209131cea573ab |
| PraNet 20 | 82.56 | Not recorded | 68fa72931e209131cea573ab |
| Res2UNet21 | 81.62 | Not recorded | 68fa72931e209131cea573ab |
| IOSNet22 | 78.37 | Not recorded | 68fa72931e209131cea573ab |
| OSSNet21 | 76.11 | Not recorded | 68fa72931e209131cea573ab |
| U-Net15 | 63.89 | Not recorded | 68fa72931e209131cea573ab |

### SwIPE

Dice Score: 85.05. Result ID: 6992429e3a6c3148490db4dc.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72931e209131cea573ab.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72931e209131cea573ab.md>)

Recorded evaluation configuration: {"Params (M)":"2.7","FLOPs (G)":"10.2"}. This record does not assert independent reproduction.

### PraNet 20

Dice Score: 82.56. Result ID: 6992429e3a6c3148490db4d8.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72931e209131cea573ab.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67d21e209131cea18aea.md>)

[Implementation](<https://github.com/DengPingFan/PraNet1>)

Recorded evaluation configuration: {"Params (M)":"30.5","FLOPs (G)":"15.7"}. This record does not assert independent reproduction.

### Res2UNet21

Dice Score: 81.62. Result ID: 6992429e3a6c3148490db4d9.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72931e209131cea573ab.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa69311e209131cea20bcb.md>)

[Implementation](<https://mmcheng.net/res2net/>)

Recorded evaluation configuration: {"Params (M)":"25.4","FLOPs (G)":"17.8"}. This record does not assert independent reproduction.

### IOSNet22

Dice Score: 78.37. Result ID: 6992429e3a6c3148490db4db.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72931e209131cea573ab.md>)

Recorded evaluation configuration: {"Params (M)":"4.1","FLOPs (G)":"5.9"}. This record does not assert independent reproduction.

### OSSNet21

Dice Score: 76.11. Result ID: 6992429e3a6c3148490db4da.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72931e209131cea573ab.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6b0e1e209131cea2bc9c.md>)

Recorded evaluation configuration: {"Params (M)":"5.2","FLOPs (G)":"6.4"}. This record does not assert independent reproduction.

### U-Net15

Dice Score: 63.89. Result ID: 6992429e3a6c3148490db4d7.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72931e209131cea573ab.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: {"Params (M)":"7.9","FLOPs (G)":"83.3"}. This record does not assert independent reproduction.

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