# Wound Segmentation on public wound dataset (test)

Source: [Wound Segmentation on public wound dataset (test)](<https://www.sota2.com/research/sota/wound-segmentation-on-public-wound-dataset-test>)

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

Data updated: 2026-02-26T06:01:13.093Z

Evaluation of Wound Segmentation performance on the test split of the public wound dataset, reporting Recall, Precision, and F1-Score.

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 | Wound Segmentation |
| Dataset (including any stated split) | public wound dataset (test) |
| Metric | Recall |
| 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

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

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

- [F1-Score](<https://www.sota2.com/research/sota/wound-segmentation-on-public-wound-dataset-test.md?metric=F1-Score>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Recall | Result date | Report paper |
| --- | --- | --- | --- |
| Our model | 92.87 | Not recorded | 68fa6eab1e209131cea4141f |
| DeepLabV3 | 92.07 | Not recorded | 68fa6eab1e209131cea4141f |
| U-Net | 91.29 | Not recorded | 68fa6eab1e209131cea4141f |
| MobileNetV2+CCL | 89.97 | Not recorded | 68fa6eab1e209131cea4141f |
| MobileNetV2 | 89.76 | Not recorded | 68fa6eab1e209131cea4141f |
| SegNet | 86.49 | Not recorded | 68fa6eab1e209131cea4141f |
| Mask-RCNN | 86.4 | Not recorded | 68fa6eab1e209131cea4141f |
| VGG16 | 78.35 | Not recorded | 68fa6eab1e209131cea4141f |

### Our model

Recall: 92.87. Result ID: 699039253a6c314849ff08c9.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6eab1e209131cea4141f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6eab1e209131cea4141f.md>)

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

### DeepLabV3

Recall: 92.07. Result ID: 699039253a6c314849ff08c8.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6eab1e209131cea4141f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa63d91e209131cea014b8.md>)

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

### U-Net

Recall: 91.29. Result ID: 699039253a6c314849ff08c4.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6eab1e209131cea4141f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68a01e209131cea1d3a9.md>)

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

### MobileNetV2+CCL

Recall: 89.97. Result ID: 699039253a6c314849ff08c7.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6eab1e209131cea4141f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68a01e209131cea1d3a9.md>)

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

### MobileNetV2

Recall: 89.76. Result ID: 699039253a6c314849ff08c6.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6eab1e209131cea4141f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68a01e209131cea1d3a9.md>)

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

### SegNet

Recall: 86.49. Result ID: 699039253a6c314849ff08c3.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6eab1e209131cea4141f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68a01e209131cea1d3a9.md>)

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

### Mask-RCNN

Recall: 86.4. Result ID: 699039253a6c314849ff08c5.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6eab1e209131cea4141f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68a01e209131cea1d3a9.md>)

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

### VGG16

Recall: 78.35. Result ID: 699039253a6c314849ff08c2.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6eab1e209131cea4141f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68a01e209131cea1d3a9.md>)

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

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