# Interactive Medical Image Segmentation on Breast Ultrasound Images

Source: [Interactive Medical Image Segmentation on Breast Ultrasound Images](<https://www.sota2.com/research/sota/interactive-medical-image-segmentation-on-breast-ultrasound-images>)

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

Data updated: 2026-05-26T08:38:25.899Z

Evaluation of interactive medical image segmentation performance specifically on the Breast Ultrasound Images dataset, reporting Dice, Jaccard, Precision, and Recall.

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 | Interactive Medical Image Segmentation |
| Dataset (including any stated split) | Breast Ultrasound Images |
| Metric | Dice Coefficient |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 4 of 4 |
| 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/interactive-medical-image-segmentation-on-breast-ultrasound-images.md?metric=Dice%20Coefficient>): Higher is better; unit: SCALAR.

- [Jaccard Index](<https://www.sota2.com/research/sota/interactive-medical-image-segmentation-on-breast-ultrasound-images.md?metric=Jaccard%20Index>): Higher is better; unit: SCALAR.

- [Precision](<https://www.sota2.com/research/sota/interactive-medical-image-segmentation-on-breast-ultrasound-images.md?metric=Precision>): Higher is better; unit: PERCENT.

- [Recall](<https://www.sota2.com/research/sota/interactive-medical-image-segmentation-on-breast-ultrasound-images.md?metric=Recall>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Dice Coefficient | Result date | Report paper |
| --- | --- | --- | --- |
| SILSM | 0.9186 | Not recorded | 6a15292ddbd7150506f7df9d |
| Badshah et al. | 0.9111 | Not recorded | 6a15292ddbd7150506f7df9d |
| ScribblePrompt | 0.8596 | Not recorded | 6a15292ddbd7150506f7df9d |
| Ali et al. | 0.8348 | Not recorded | 6a15292ddbd7150506f7df9d |

### SILSM

Dice Coefficient: 0.9186. Result ID: 6a155a9cfbc373592c0cc482.

[Reporting paper](<https://www.sota2.com/research/paper/6a15292ddbd7150506f7df9d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a15292ddbd7150506f7df9d.md>)

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

### Badshah et al.

Dice Coefficient: 0.9111. Result ID: 6a155a9cfbc373592c0cc47f.

[Reporting paper](<https://www.sota2.com/research/paper/6a15292ddbd7150506f7df9d.md>)

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

### ScribblePrompt

Dice Coefficient: 0.8596. Result ID: 6a155a9cfbc373592c0cc481.

[Reporting paper](<https://www.sota2.com/research/paper/6a15292ddbd7150506f7df9d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa74211e209131cea5fd4d.md>)

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

### Ali et al.

Dice Coefficient: 0.8348. Result ID: 6a155a9cfbc373592c0cc480.

[Reporting paper](<https://www.sota2.com/research/paper/6a15292ddbd7150506f7df9d.md>)

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

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