# Joint Detection and Segmentation on ETIS (unseen)

Source: [Joint Detection and Segmentation on ETIS (unseen)](<https://www.sota2.com/research/sota/joint-detection-and-segmentation-on-etis-unseen>)

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

Data updated: 2026-02-26T05:41:00.394Z

Evaluation of joint detection and segmentation performance on the unseen split of the ETIS 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 | Joint Detection and Segmentation |
| Dataset (including any stated split) | ETIS (unseen) |
| Metric | Dice Coefficient |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 10 of 10 |
| 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 Coefficient](<https://www.sota2.com/research/sota/joint-detection-and-segmentation-on-etis-unseen.md?metric=Dice%20Coefficient>): Higher is better; unit: PERCENT.

- [IoU](<https://www.sota2.com/research/sota/joint-detection-and-segmentation-on-etis-unseen.md?metric=IoU>): Higher is better; unit: PERCENT.

- [Precision](<https://www.sota2.com/research/sota/joint-detection-and-segmentation-on-etis-unseen.md?metric=Precision>): Higher is better; unit: PERCENT.

- [Recall](<https://www.sota2.com/research/sota/joint-detection-and-segmentation-on-etis-unseen.md?metric=Recall>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Dice Coefficient | Result date | Report paper |
| --- | --- | --- | --- |
| PolypSegTrack | 91.4 | Not recorded | 68fa77ca1e209131cea75591 |
| QueryNet | 81.9 | Not recorded | 68fa77ca1e209131cea75591 |
| SSFormer-L | 80.1 | Not recorded | 68fa77ca1e209131cea75591 |
| PVT-CAS | 78.6 | Not recorded | 68fa77ca1e209131cea75591 |
| Polyp-PVT | 78.1 | Not recorded | 68fa77ca1e209131cea75591 |
| UACANet | 77 | Not recorded | 68fa77ca1e209131cea75591 |
| PraNet | 66.5 | Not recorded | 68fa77ca1e209131cea75591 |

### PolypSegTrack

Dice Coefficient: 91.4. Result ID: 69956a313badfaffe65e2f73.

[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 Coefficient: 81.9. Result ID: 69956a313badfaffe65e2f72.

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

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

### SSFormer-L

Dice Coefficient: 80.1. Result ID: 69956a313badfaffe65e2f6c.

[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"}. This record does not assert independent reproduction.

### PVT-CAS

Dice Coefficient: 78.6. Result ID: 69956a313badfaffe65e2f6e.

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

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

### Polyp-PVT

Dice Coefficient: 78.1. Result ID: 69956a313badfaffe65e2f6d.

[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"}. This record does not assert independent reproduction.

### UACANet

Dice Coefficient: 77. Result ID: 69956a313badfaffe65e2f6b.

[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"}. This record does not assert independent reproduction.

### PraNet

Dice Coefficient: 66.5. Result ID: 69956a313badfaffe65e2f6a.

[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"}. This record does not assert independent reproduction.

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