# Semantic Segmentation on Kvasir-SEG (val)

Source: [Semantic Segmentation on Kvasir-SEG (val)](<https://www.sota2.com/research/sota/semantic-segmentation-on-kvasir-seg-val>)

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

Data updated: 2026-02-26T05:40:53.042Z

Evaluation of semantic segmentation performance on the validation split of the Kvasir-SEG dataset, reporting metrics like Dice and IoU.

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-SEG (val) |
| Metric | Dice |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 7 of 7 |
| 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/semantic-segmentation-on-kvasir-seg-val.md?metric=Dice>): Higher is better; unit: PERCENT.

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

## Recorded results

| Method | Dice | Result date | Report paper |
| --- | --- | --- | --- |
| PolypSegTrack | 94.7 | Not recorded | 68fa77ca1e209131cea75591 |
| QueryNet | 93.3 | Not recorded | 68fa77ca1e209131cea75591 |
| SSFormer-L | 92.2 | Not recorded | 68fa77ca1e209131cea75591 |
| Polyp-PVT | 92.2 | Not recorded | 68fa77ca1e209131cea75591 |
| PVT-CAS | 92.2 | Not recorded | 68fa77ca1e209131cea75591 |
| UACANet | 91.4 | Not recorded | 68fa77ca1e209131cea75591 |
| PraNet | 89.1 | Not recorded | 68fa77ca1e209131cea75591 |

### PolypSegTrack

Dice: 94.7. Result ID: 69956a313badfaffe65e2f8e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77ca1e209131cea75591.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77ca1e209131cea75591.md>)

Recorded evaluation configuration: {"Type":"Joint"}. This record does not assert independent reproduction.

### QueryNet

Dice: 93.3. Result ID: 69956a313badfaffe65e2f8d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77ca1e209131cea75591.md>)

Recorded evaluation configuration: {"Type":"Joint","Venue":"MICCAI'24"}. This record does not assert independent reproduction.

### SSFormer-L

Dice: 92.2. Result ID: 69956a313badfaffe65e2f8a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77ca1e209131cea75591.md>)

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

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

Recorded evaluation configuration: {"Type":"Det","Venue":"MICCAI'22"}. This record does not assert independent reproduction.

### Polyp-PVT

Dice: 92.2. Result ID: 69956a313badfaffe65e2f8b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77ca1e209131cea75591.md>)

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

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

Recorded evaluation configuration: {"Type":"Det","Venue":"CAAI'23"}. This record does not assert independent reproduction.

### PVT-CAS

Dice: 92.2. Result ID: 69956a313badfaffe65e2f8c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77ca1e209131cea75591.md>)

Recorded evaluation configuration: {"Type":"Det","Venue":"WACV'23"}. This record does not assert independent reproduction.

### UACANet

Dice: 91.4. Result ID: 69956a313badfaffe65e2f89.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77ca1e209131cea75591.md>)

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

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

Recorded evaluation configuration: {"Type":"Det","Venue":"ACM MM'21"}. This record does not assert independent reproduction.

### PraNet

Dice: 89.1. Result ID: 69956a313badfaffe65e2f88.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77ca1e209131cea75591.md>)

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

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

Recorded evaluation configuration: {"Type":"Det","Venue":"MICCAI'20"}. This record does not assert independent reproduction.

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