# Polyp Segmentation on ETIS-Larib Polyp DB (test)

Source: [Polyp Segmentation on ETIS-Larib Polyp DB (test)](<https://www.sota2.com/research/sota/polyp-segmentation-on-etis-larib-polyp-db-test>)

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

Data updated: 2026-02-26T05:40:51.923Z

Evaluation of Polyp Segmentation performance on the test split of the ETIS-Larib Polyp DB 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 | Polyp Segmentation |
| Dataset (including any stated split) | ETIS-Larib Polyp DB (test) |
| Metric | Dice |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 18 of 18 |
| 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](<https://www.sota2.com/research/sota/polyp-segmentation-on-etis-larib-polyp-db-test.md?metric=Dice>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Dice | Result date | Report paper |
| --- | --- | --- | --- |
| PVT-EMCAD-B2 | 92.29 | Not recorded | 68fa73281e209131cea5ac0c |
| PVT-EMCAD-B0 | 91.65 | Not recorded | 68fa73281e209131cea5ac0c |
| PVT-CASCADE | 91.03 | Not recorded | 68fa73281e209131cea5ac0c |
| DeepLabv3+ | 90.73 | Not recorded | 68fa73281e209131cea5ac0c |
| CaraNet | 90.25 | Not recorded | 68fa73281e209131cea5ac0c |
| SSFormer-L | 90.16 | Not recorded | 68fa73281e209131cea5ac0c |
| PolypPVT | 89.93 | Not recorded | 68fa73281e209131cea5ac0c |
| UACANet-L | 89.77 | Not recorded | 68fa73281e209131cea5ac0c |
| TransUNet | 87.79 | Not recorded | 68fa73281e209131cea5ac0c |
| TransFuse | 86.91 | Not recorded | 68fa73281e209131cea5ac0c |
| SwinUNet | 85.1 | Not recorded | 68fa73281e209131cea5ac0c |
| PraNet | 83.84 | Not recorded | 68fa73281e209131cea5ac0c |
| UNet++ | 77.4 | Not recorded | 68fa73281e209131cea5ac0c |
| UNet | 76.85 | Not recorded | 68fa73281e209131cea5ac0c |
| AttnUNet | 76.84 | Not recorded | 68fa73281e209131cea5ac0c |
| UNeXt | 74.03 | Not recorded | 68fa73281e209131cea5ac0c |
| HarDNet-DFUS | 73 | Not recorded | 68fa6d681e209131cea399d2 |
| HarDNet-MSEG | 67.7 | Not recorded | 68fa6d681e209131cea399d2 |

### PVT-EMCAD-B2

Dice: 92.29. Result ID: 6992c0bf3a6c3148491140e2.

[Reporting paper](<https://www.sota2.com/research/paper/68fa73281e209131cea5ac0c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa73281e209131cea5ac0c.md>)

[Implementation](<https://github.com/SLDGroup/EMCAD>)

Recorded evaluation configuration: {"#Params":"26.76M","#FLOPs":"5.6G","Resolution":"256x256"}. This record does not assert independent reproduction.

### PVT-EMCAD-B0

Dice: 91.65. Result ID: 6992c0bf3a6c3148491140e1.

[Reporting paper](<https://www.sota2.com/research/paper/68fa73281e209131cea5ac0c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa73281e209131cea5ac0c.md>)

[Implementation](<https://github.com/SLDGroup/EMCAD>)

Recorded evaluation configuration: {"#Params":"3.92M","#FLOPs":"0.84G","Resolution":"256x256"}. This record does not assert independent reproduction.

### PVT-CASCADE

Dice: 91.03. Result ID: 6992c0bf3a6c3148491140e0.

[Reporting paper](<https://www.sota2.com/research/paper/68fa73281e209131cea5ac0c.md>)

Recorded evaluation configuration: {"#Params":"34.12M","#FLOPs":"7.62G","Resolution":"256x256"}. This record does not assert independent reproduction.

### DeepLabv3+

Dice: 90.73. Result ID: 6992c0bf3a6c3148491140d6.

[Reporting paper](<https://www.sota2.com/research/paper/68fa73281e209131cea5ac0c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa63541e209131ce9fe382.md>)

[Implementation](<http://liangchiehchen.com/projects/DeepLab.html>)

Recorded evaluation configuration: {"#Params":"39.76M","#FLOPs":"14.92G","Resolution":"256x256"}. This record does not assert independent reproduction.

### CaraNet

Dice: 90.25. Result ID: 6992c0bf3a6c3148491140d8.

[Reporting paper](<https://www.sota2.com/research/paper/68fa73281e209131cea5ac0c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6e991e209131cea40fbe.md>)

Recorded evaluation configuration: {"#Params":"46.64M","#FLOPs":"11.48G","Resolution":"256x256"}. This record does not assert independent reproduction.

### SSFormer-L

Dice: 90.16. Result ID: 6992c0bf3a6c3148491140da.

[Reporting paper](<https://www.sota2.com/research/paper/68fa73281e209131cea5ac0c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ce41e209131cea368d5.md>)

[Implementation](<https://github.com/Qiming-Huang/ssformer>)

Recorded evaluation configuration: {"#Params":"66.22M","#FLOPs":"17.28G","Resolution":"256x256"}. This record does not assert independent reproduction.

### PolypPVT

Dice: 89.93. Result ID: 6992c0bf3a6c3148491140db.

[Reporting paper](<https://www.sota2.com/research/paper/68fa73281e209131cea5ac0c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72371e209131cea55003.md>)

[Implementation](<https://github.com/DengPingFan/Polyp-PVT>)

Recorded evaluation configuration: {"#Params":"25.11M","#FLOPs":"5.30G","Resolution":"256x256"}. This record does not assert independent reproduction.

### UACANet-L

Dice: 89.77. Result ID: 6992c0bf3a6c3148491140d9.

[Reporting paper](<https://www.sota2.com/research/paper/68fa73281e209131cea5ac0c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a771e209131cea28572.md>)

[Implementation](<https://github.com/plemeri/UACANet>)

Recorded evaluation configuration: {"#Params":"69.16M","#FLOPs":"31.51G","Resolution":"256x256"}. This record does not assert independent reproduction.

### TransUNet

Dice: 87.79. Result ID: 6992c0bf3a6c3148491140dc.

[Reporting paper](<https://www.sota2.com/research/paper/68fa73281e209131cea5ac0c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa69351e209131cea20d62.md>)

[Implementation](<https://github.com/Beckschen/TransUNet>)

Recorded evaluation configuration: {"#Params":"105.32M","#FLOPs":"38.52G","Resolution":"256x256"}. This record does not assert independent reproduction.

### TransFuse

Dice: 86.91. Result ID: 6992c0bf3a6c3148491140de.

[Reporting paper](<https://www.sota2.com/research/paper/68fa73281e209131cea5ac0c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a531e209131cea27606.md>)

[Implementation](<https://github.com/MIC-DKFZ/nnUNet>)

Recorded evaluation configuration: {"#Params":"143.74M","#FLOPs":"82.71G","Resolution":"256x256"}. This record does not assert independent reproduction.

### SwinUNet

Dice: 85.1. Result ID: 6992c0bf3a6c3148491140dd.

[Reporting paper](<https://www.sota2.com/research/paper/68fa73281e209131cea5ac0c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa69f01e209131cea2517c.md>)

[Implementation](<https://github.com/HuCaoFighting/Swin-Unet>)

Recorded evaluation configuration: {"#Params":"27.17M","#FLOPs":"6.2G","Resolution":"224x224"}. This record does not assert independent reproduction.

### PraNet

Dice: 83.84. Result ID: 6992c0bf3a6c3148491140d7.

[Reporting paper](<https://www.sota2.com/research/paper/68fa73281e209131cea5ac0c.md>)

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

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

Recorded evaluation configuration: {"#Params":"32.55M","#FLOPs":"6.93G","Resolution":"256x256"}. This record does not assert independent reproduction.

### UNet++

Dice: 77.4. Result ID: 6992c0bf3a6c3148491140d4.

[Reporting paper](<https://www.sota2.com/research/paper/68fa73281e209131cea5ac0c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa649c1e209131cea058a9.md>)

[Implementation](<https://www.sota2.com/github.com/Nested-UNet>)

Recorded evaluation configuration: {"#Params":"9.16M","#FLOPs":"34.65G","Resolution":"256x256"}. This record does not assert independent reproduction.

### UNet

Dice: 76.85. Result ID: 6992c0bf3a6c3148491140d3.

[Reporting paper](<https://www.sota2.com/research/paper/68fa73281e209131cea5ac0c.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":"24.53M","#FLOPs":"65.53G","Resolution":"256x256"}. This record does not assert independent reproduction.

### AttnUNet

Dice: 76.84. Result ID: 6992c0bf3a6c3148491140d5.

[Reporting paper](<https://www.sota2.com/research/paper/68fa73281e209131cea5ac0c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa645e1e209131cea040df.md>)

[Implementation](<https://github.com/ozan-oktay/Attention-Gated-Networks>)

Recorded evaluation configuration: {"#Params":"34.88M","#FLOPs":"66.64G","Resolution":"256x256"}. This record does not assert independent reproduction.

### UNeXt

Dice: 74.03. Result ID: 6992c0bf3a6c3148491140df.

[Reporting paper](<https://www.sota2.com/research/paper/68fa73281e209131cea5ac0c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6bf41e209131cea3129b.md>)

[Implementation](<https://github.com/jeya-maria-jose/UNeXt-pytorch>)

Recorded evaluation configuration: {"#Params":"1.47M","#FLOPs":"0.57G","Resolution":"256x256"}. This record does not assert independent reproduction.

### HarDNet-DFUS

Dice: 73. Result ID: 698f9f9a3a6c314849fa9ed1.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d681e209131cea399d2.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6d681e209131cea399d2.md>)

[Implementation](<https://github.com/kytimmylai/DFUC2022%20and%20https://github.com/YuWenLo/HarDNet-DFUS>)

Recorded evaluation configuration: {"FPS":"30"}. This record does not assert independent reproduction.

### HarDNet-MSEG

Dice: 67.7. Result ID: 698f9f9a3a6c314849fa9ed0.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d681e209131cea399d2.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa69141e209131cea200ce.md>)

[Implementation](<https://github.com/james128333/HarDNet-MSEG>)

Recorded evaluation configuration: {"FPS":"108"}. This record does not assert independent reproduction.

Page 1 of 1. This is an index page, not the full collection.