# Polyp Segmentation on CVC-ClinicDB cross-dataset trained on Kvasir-SEG (test)

Source: [Polyp Segmentation on CVC-ClinicDB cross-dataset trained on Kvasir-SEG (test)](<https://www.sota2.com/research/sota/polyp-segmentation-on-cvc-clinicdb-cross-dataset-trained-on-kvasir-seg-test>)

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

Data updated: 2026-02-26T06:10:16.100Z

Evaluation of Polyp Segmentation performance on the CVC-ClinicDB test set, specifically using models trained on the Kvasir-SEG dataset, reporting mIoU, mDSC, Recall, Precision, and F2 scores.

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) | CVC-ClinicDB cross-dataset trained on Kvasir-SEG (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-cvc-clinicdb-cross-dataset-trained-on-kvasir-seg-test.md?metric=mIoU>): Higher is better; unit: PERCENT.

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

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

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

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

## Recorded results

| Method | mIoU | Result date | Report paper |
| --- | --- | --- | --- |
| TGANet | 74.44 | Not recorded | 68fa6c7a1e209131cea34324 |
| DeepLabV3+ | 73.88 | Not recorded | 68fa6c7a1e209131cea34324 |
| PraNet | 72.86 | Not recorded | 68fa6c7a1e209131cea34324 |
| HarDNet-MSEG | 60.58 | Not recorded | 68fa6c7a1e209131cea34324 |
| U-Net | 54.33 | Not recorded | 68fa6c7a1e209131cea34324 |
| ColonSegNet | 50.9 | Not recorded | 68fa6c7a1e209131cea34324 |

### TGANet

mIoU: 74.44. Result ID: 698f188e3a6c314849f5c5bb.

[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.

### DeepLabV3+

mIoU: 73.88. Result ID: 698f188e3a6c314849f5c5b9.

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

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

### PraNet

mIoU: 72.86. Result ID: 698f188e3a6c314849f5c5ba.

[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.

### HarDNet-MSEG

mIoU: 60.58. Result ID: 698f188e3a6c314849f5c5b7.

[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.

### U-Net

mIoU: 54.33. Result ID: 698f188e3a6c314849f5c5b6.

[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: 50.9. Result ID: 698f188e3a6c314849f5c5b8.

[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.

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