# Breast Lesion Segmentation on Breast Lesion Ultrasound Video dataset (test)

Source: [Breast Lesion Segmentation on Breast Lesion Ultrasound Video dataset (test)](<https://www.sota2.com/research/sota/breast-lesion-segmentation-on-breast-lesion-ultrasound-video-dataset-test>)

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

Data updated: 2026-02-26T05:40:51.440Z

Evaluation of breast lesion segmentation performance on the test split of the Breast Lesion Ultrasound Video dataset, reporting Dice, Jaccard, F1-score, and Mean Absolute Error (MAE).

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 | Breast Lesion Segmentation |
| Dataset (including any stated split) | Breast Lesion Ultrasound Video dataset (test) |
| Metric | Dice |
| 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](<https://www.sota2.com/research/sota/breast-lesion-segmentation-on-breast-lesion-ultrasound-video-dataset-test.md?metric=Dice>): Higher is better; unit: PERCENT.

- [Jaccard Index](<https://www.sota2.com/research/sota/breast-lesion-segmentation-on-breast-lesion-ultrasound-video-dataset-test.md?metric=Jaccard%20Index>): Higher is better; unit: PERCENT.

- [F1 Score](<https://www.sota2.com/research/sota/breast-lesion-segmentation-on-breast-lesion-ultrasound-video-dataset-test.md?metric=F1%20Score>): Higher is better; unit: PERCENT.

- [Mean Absolute Error](<https://www.sota2.com/research/sota/breast-lesion-segmentation-on-breast-lesion-ultrasound-video-dataset-test.md?metric=Mean%20Absolute%20Error>): Lower is better; unit: SCALAR.

## Recorded results

| Method | Dice | Result date | Report paper |
| --- | --- | --- | --- |
| FLA-Net | 78.9 | Not recorded | 68fa70b91e209131cea4cd62 |
| DCFNet | 76.2 | Not recorded | 68fa70b91e209131cea4cd62 |
| DPSTT | 75.5 | Not recorded | 68fa70b91e209131cea4cd62 |
| PNS+ | 75.4 | Not recorded | 68fa70b91e209131cea4cd62 |
| AFB-URR | 75 | Not recorded | 68fa70b91e209131cea4cd62 |
| UNet++ | 74.9 | Not recorded | 68fa70b91e209131cea4cd62 |
| UNet | 74.5 | Not recorded | 68fa70b91e209131cea4cd62 |
| STM | 74.1 | Not recorded | 68fa70b91e209131cea4cd62 |
| TransUNet | 73.3 | Not recorded | 68fa70b91e209131cea4cd62 |
| SETR | 70.9 | Not recorded | 68fa70b91e209131cea4cd62 |

### FLA-Net

Dice: 78.9. Result ID: 69913e0f3a6c31484906bc27.

[Reporting paper](<https://www.sota2.com/research/paper/68fa70b91e209131cea4cd62.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70b91e209131cea4cd62.md>)

[Implementation](<https://github.com/jhl-Det/FLA-Net>)

Recorded evaluation configuration: {"Input type":"video"}. This record does not assert independent reproduction.

### DCFNet

Dice: 76.2. Result ID: 69913e0f3a6c31484906bc26.

[Reporting paper](<https://www.sota2.com/research/paper/68fa70b91e209131cea4cd62.md>)

Recorded evaluation configuration: {"Input type":"video"}. This record does not assert independent reproduction.

### DPSTT

Dice: 75.5. Result ID: 69913e0f3a6c31484906bc25.

[Reporting paper](<https://www.sota2.com/research/paper/68fa70b91e209131cea4cd62.md>)

Recorded evaluation configuration: {"Input type":"video"}. This record does not assert independent reproduction.

### PNS+

Dice: 75.4. Result ID: 69913e0f3a6c31484906bc24.

[Reporting paper](<https://www.sota2.com/research/paper/68fa70b91e209131cea4cd62.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ea91e209131cea412d1.md>)

[Implementation](<https://github.com/GewelsJI/VPS>)

Recorded evaluation configuration: {"Input type":"video"}. This record does not assert independent reproduction.

### AFB-URR

Dice: 75. Result ID: 69913e0f3a6c31484906bc23.

[Reporting paper](<https://www.sota2.com/research/paper/68fa70b91e209131cea4cd62.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68881e209131cea1cbbd.md>)

[Implementation](<https://github.com/xmlyqing00/AFB-URR>)

Recorded evaluation configuration: {"Input type":"video"}. This record does not assert independent reproduction.

### UNet++

Dice: 74.9. Result ID: 69913e0f3a6c31484906bc1f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa70b91e209131cea4cd62.md>)

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

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

Recorded evaluation configuration: {"Input type":"image"}. This record does not assert independent reproduction.

### UNet

Dice: 74.5. Result ID: 69913e0f3a6c31484906bc1e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa70b91e209131cea4cd62.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: {"Input type":"image"}. This record does not assert independent reproduction.

### STM

Dice: 74.1. Result ID: 69913e0f3a6c31484906bc22.

[Reporting paper](<https://www.sota2.com/research/paper/68fa70b91e209131cea4cd62.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66391e209131cea0ef62.md>)

Recorded evaluation configuration: {"Input type":"video"}. This record does not assert independent reproduction.

### TransUNet

Dice: 73.3. Result ID: 69913e0f3a6c31484906bc20.

[Reporting paper](<https://www.sota2.com/research/paper/68fa70b91e209131cea4cd62.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa69351e209131cea20d62.md>)

[Implementation](<https://github.com/Beckschen/TransUNet>)

Recorded evaluation configuration: {"Input type":"image"}. This record does not assert independent reproduction.

### SETR

Dice: 70.9. Result ID: 69913e0f3a6c31484906bc21.

[Reporting paper](<https://www.sota2.com/research/paper/68fa70b91e209131cea4cd62.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a751e209131cea28425.md>)

[Implementation](<https://fudan-zvg.github.io/SETR>)

Recorded evaluation configuration: {"Input type":"image"}. This record does not assert independent reproduction.

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