# Semantic Segmentation on Kvasir & CVC-ClinicDB (test)

Source: [Semantic Segmentation on Kvasir & CVC-ClinicDB (test)](<https://www.sota2.com/research/sota/semantic-segmentation-on-kvasir-and-cvc-clinicdb-test>)

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

Data updated: 2026-02-26T06:10:18.038Z

Evaluation of semantic segmentation performance on the combined test set derived from the Kvasir and CVC-ClinicDB datasets, reporting metrics such as mIoU.

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) | Kvasir & CVC-ClinicDB (test) |
| Metric | mIoU |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 8 of 8 |
| 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/semantic-segmentation-on-kvasir-and-cvc-clinicdb-test.md?metric=mIoU>): Higher is better; unit: PERCENT.

## Recorded results

| Method | mIoU | Result date | Report paper |
| --- | --- | --- | --- |
| MaskSup | 84.02 | Not recorded | 68fa6e481e209131cea3ef82 |
| Attention U-Net | 82.7 | Not recorded | 68fa6e481e209131cea3ef82 |
| LeViT-UNet-384 | 81.38 | Not recorded | 68fa6e481e209131cea3ef82 |
| ResU-Net++ | 79.6 | Not recorded | 68fa6e481e209131cea3ef82 |
| LeViT-UNet-192 | 79.16 | Not recorded | 68fa6e481e209131cea3ef82 |
| U-Net++ | 72.9 | Not recorded | 68fa6e481e209131cea3ef82 |
| U-Net | 69.74 | Not recorded | 68fa6e481e209131cea3ef82 |
| SFA | 60.7 | Not recorded | 68fa6e481e209131cea3ef82 |

### MaskSup

mIoU: 84.02. Result ID: 699028b53a6c314849fe879f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6e481e209131cea3ef82.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6e481e209131cea3ef82.md>)

[Implementation](<https://github.com/hasibzunair/masksup-segmentation>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### Attention U-Net

mIoU: 82.7. Result ID: 699028b53a6c314849fe879c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6e481e209131cea3ef82.md>)

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

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

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### LeViT-UNet-384

mIoU: 81.38. Result ID: 699028b53a6c314849fe879e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6e481e209131cea3ef82.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a631e209131cea27f6c.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### ResU-Net++

mIoU: 79.6. Result ID: 699028b53a6c314849fe879a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6e481e209131cea3ef82.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66aa1e209131cea117b6.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### LeViT-UNet-192

mIoU: 79.16. Result ID: 699028b53a6c314849fe879d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6e481e209131cea3ef82.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a631e209131cea27f6c.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### U-Net++

mIoU: 72.9. Result ID: 699028b53a6c314849fe8799.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6e481e209131cea3ef82.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67001e209131cea13aa4.md>)

[Implementation](<https://github.com/MrGiovanni/UNetPlusPlus>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### U-Net

mIoU: 69.74. Result ID: 699028b53a6c314849fe8798.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6e481e209131cea3ef82.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: Not recorded. This record does not assert independent reproduction.

### SFA

mIoU: 60.7. Result ID: 699028b53a6c314849fe879b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6e481e209131cea3ef82.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

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