# Polyp Segmentation on Kvasir-Sessile (test)

Source: [Polyp Segmentation on Kvasir-Sessile (test)](<https://www.sota2.com/research/sota/polyp-segmentation-on-kvasir-sessile-test>)

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

Data updated: 2026-02-26T06:10:16.087Z

Evaluation of polyp segmentation performance on the test split of the Kvasir-Sessile dataset.

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) | Kvasir-Sessile (test) |
| Metric | mIoU |
| 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

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

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

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

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

- [F2 Score](<https://www.sota2.com/research/sota/polyp-segmentation-on-kvasir-sessile-test.md?metric=F2%20Score>): Higher is better; unit: PERCENT.

## Recorded results

| Method | mIoU | Result date | Report paper |
| --- | --- | --- | --- |
| TGANet | 69.1 | Not recorded | 68fa6c7a1e209131cea34324 |
| PraNet | 66.71 | Not recorded | 68fa6c7a1e209131cea34324 |
| DeepLabV3+ | 59.27 | Not recorded | 68fa6c7a1e209131cea34324 |
| U-Net | 24.72 | Not recorded | 68fa6c7a1e209131cea34324 |
| ColonSegNet | 21.13 | Not recorded | 68fa6c7a1e209131cea34324 |
| HarDNet-MSEG | 15.65 | Not recorded | 68fa6c7a1e209131cea34324 |

### TGANet

mIoU: 69.1. Result ID: 698f188e3a6c314849f5c5b5.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c7a1e209131cea34324.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c7a1e209131cea34324.md>)

[Implementation](<https://github.com/nikhilroxtomar/TGANet>)

Recorded evaluation configuration: {"Backbone":"ResNet50"}. This record does not assert independent reproduction.

### PraNet

mIoU: 66.71. Result ID: 698f188e3a6c314849f5c5b4.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c7a1e209131cea34324.md>)

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

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

Recorded evaluation configuration: {"Backbone":"Res2Net"}. This record does not assert independent reproduction.

### DeepLabV3+

mIoU: 59.27. Result ID: 698f188e3a6c314849f5c5b3.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c7a1e209131cea34324.md>)

Recorded evaluation configuration: {"Backbone":"ResNet50"}. This record does not assert independent reproduction.

### U-Net

mIoU: 24.72. Result ID: 698f188e3a6c314849f5c5b0.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c7a1e209131cea34324.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: {"Backbone":null}. This record does not assert independent reproduction.

### ColonSegNet

mIoU: 21.13. Result ID: 698f188e3a6c314849f5c5b2.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c7a1e209131cea34324.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa69b11e209131cea2373c.md>)

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

### HarDNet-MSEG

mIoU: 15.65. Result ID: 698f188e3a6c314849f5c5b1.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c7a1e209131cea34324.md>)

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

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

Recorded evaluation configuration: {"Backbone":"HardNet68"}. This record does not assert independent reproduction.

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