# Semantic Segmentation on Head Segmentation 6-class

Source: [Semantic Segmentation on Head Segmentation 6-class](<https://www.sota2.com/research/sota/semantic-segmentation-on-head-segmentation-6-class>)

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

Data updated: 2026-02-26T06:06:39.546Z

Evaluation of Semantic Segmentation performance on the 6-class Head Segmentation dataset, reporting Top-K Accuracy 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) | Head Segmentation 6-class |
| Metric | Top-1 Acc |
| Unit | PERCENT |
| 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

- [Top-1 Acc](<https://www.sota2.com/research/sota/semantic-segmentation-on-head-segmentation-6-class.md?metric=Top-1%20Acc>): Higher is better; unit: PERCENT.

- [Top-2 Acc](<https://www.sota2.com/research/sota/semantic-segmentation-on-head-segmentation-6-class.md?metric=Top-2%20Acc>): Higher is better; unit: PERCENT.

- [Top-3 Acc](<https://www.sota2.com/research/sota/semantic-segmentation-on-head-segmentation-6-class.md?metric=Top-3%20Acc>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Top-1 Acc | Result date | Report paper |
| --- | --- | --- | --- |
| UNETR-CM | 92.8 | Not recorded | 68fa6d661e209131cea39818 |
| UNETR-HC | 92.4 | Not recorded | 68fa6d661e209131cea39818 |
| UNETR-Base | 91.3 | Not recorded | 68fa6d661e209131cea39818 |
| Headreco | 90.5 | Not recorded | 68fa6d661e209131cea39818 |

### UNETR-CM

Top-1 Acc: 92.8. Result ID: 698f88783a6c314849f9bfee.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d661e209131cea39818.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6d661e209131cea39818.md>)

[Implementation](<https://github.com/lab-smile/DOMINO>)

Recorded evaluation configuration: {"calibration":"CM"}. This record does not assert independent reproduction.

### UNETR-HC

Top-1 Acc: 92.4. Result ID: 698f88783a6c314849f9bfed.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d661e209131cea39818.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6d661e209131cea39818.md>)

[Implementation](<https://github.com/lab-smile/DOMINO>)

Recorded evaluation configuration: {"calibration":"HC"}. This record does not assert independent reproduction.

### UNETR-Base

Top-1 Acc: 91.3. Result ID: 698f88783a6c314849f9bfec.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d661e209131cea39818.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6afc1e209131cea2b881.md>)

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

### Headreco

Top-1 Acc: 90.5. Result ID: 698f88783a6c314849f9bfeb.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d661e209131cea39818.md>)

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

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