# Semantic Segmentation on Carotid Step II masks (test)

Source: [Semantic Segmentation on Carotid Step II masks (test)](<https://www.sota2.com/research/sota/semantic-segmentation-on-carotid-step-ii-masks-test>)

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

Data updated: 2026-02-26T06:07:49.121Z

Evaluation of Semantic Segmentation performance on the test split of the Carotid Step II masks dataset, reporting UE and BR metrics.

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) | Carotid Step II masks (test) |
| Metric | UE |
| Unit | SCALAR |
| Direction | Lower is better |
| Results loaded | 3 of 3 |
| 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

- [UE](<https://www.sota2.com/research/sota/semantic-segmentation-on-carotid-step-ii-masks-test.md?metric=UE>): Lower is better; unit: SCALAR.

- [BR](<https://www.sota2.com/research/sota/semantic-segmentation-on-carotid-step-ii-masks-test.md?metric=BR>): Higher is better; unit: SCALAR.

## Recorded results

| Method | UE | Result date | Report paper |
| --- | --- | --- | --- |
| Deep Spectral Methods for Ultrasound | 0.03 | Not recorded | 68fa74681e209131cea61882 |
| SLIC + DSSstep2 | 0.046 | Not recorded | 68fa74681e209131cea61882 |
| Fz + DSSstep2 | 0.046 | Not recorded | 68fa74681e209131cea61882 |

### Deep Spectral Methods for Ultrasound

UE: 0.03. Result ID: 6993525f3a6c314849152be7.

[Reporting paper](<https://www.sota2.com/research/paper/68fa74681e209131cea61882.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa74681e209131cea61882.md>)

[Implementation](<https://github.com/alexaatm/UnsupervisedSegmentor4Ultrasound.git>)

Recorded evaluation configuration: {"Variant":"Ours best","Pipeline":"Step II"}. This record does not assert independent reproduction.

### SLIC + DSSstep2

UE: 0.046. Result ID: 6993525f3a6c314849152be5.

[Reporting paper](<https://www.sota2.com/research/paper/68fa74681e209131cea61882.md>)

Recorded evaluation configuration: {"Clustering":"SLIC","Pipeline":"Step II"}. This record does not assert independent reproduction.

### Fz + DSSstep2

UE: 0.046. Result ID: 6993525f3a6c314849152be6.

[Reporting paper](<https://www.sota2.com/research/paper/68fa74681e209131cea61882.md>)

Recorded evaluation configuration: {"Clustering":"Felzenszwalb","Pipeline":"Step II"}. This record does not assert independent reproduction.

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