# Semantic Segmentation on 3D CT BCV (test)

Source: [Semantic Segmentation on 3D CT BCV (test)](<https://www.sota2.com/research/sota/semantic-segmentation-on-3d-ct-bcv-test>)

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

Data updated: 2026-02-26T05:40:51.650Z

Evaluation of Semantic Segmentation performance on the test split of the 3D CT BCV dataset, reporting Dice 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 | Semantic Segmentation |
| Dataset (including any stated split) | 3D CT BCV (test) |
| Metric | Dice |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 6 of 6 |
| 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/semantic-segmentation-on-3d-ct-bcv-test.md?metric=Dice>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Dice | Result date | Report paper |
| --- | --- | --- | --- |
| SwIPE | 81.21 | Not recorded | 68fa72931e209131cea573ab |
| UNETR21 | 81.14 | Not recorded | 68fa72931e209131cea573ab |
| Res2UNet21 | 79.23 | Not recorded | 68fa72931e209131cea573ab |
| IOSNet22 | 76.75 | Not recorded | 68fa72931e209131cea573ab |
| U-Net15 | 74.47 | Not recorded | 68fa72931e209131cea573ab |
| OSSNet21 | 73.38 | Not recorded | 68fa72931e209131cea573ab |

### SwIPE

Dice: 81.21. Result ID: 6992429e3a6c3148490db4e2.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72931e209131cea573ab.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72931e209131cea573ab.md>)

Recorded evaluation configuration: {"Params (M)":"4.4","FLOPs (G)":"71.6"}. This record does not assert independent reproduction.

### UNETR21

Dice: 81.14. Result ID: 6992429e3a6c3148490db4de.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72931e209131cea573ab.md>)

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

Recorded evaluation configuration: {"Params (M)":"92.6","FLOPs (G)":"72.6"}. This record does not assert independent reproduction.

### Res2UNet21

Dice: 79.23. Result ID: 6992429e3a6c3148490db4df.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72931e209131cea573ab.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa69311e209131cea20bcb.md>)

[Implementation](<https://mmcheng.net/res2net/>)

Recorded evaluation configuration: {"Params (M)":"38.3","FLOPs (G)":"44.2"}. This record does not assert independent reproduction.

### IOSNet22

Dice: 76.75. Result ID: 6992429e3a6c3148490db4e1.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72931e209131cea573ab.md>)

Recorded evaluation configuration: {"Params (M)":"6.2","FLOPs (G)":"46.2"}. This record does not assert independent reproduction.

### U-Net15

Dice: 74.47. Result ID: 6992429e3a6c3148490db4dd.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72931e209131cea573ab.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: {"Params (M)":"16.3","FLOPs (G)":"800.9"}. This record does not assert independent reproduction.

### OSSNet21

Dice: 73.38. Result ID: 6992429e3a6c3148490db4e0.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72931e209131cea573ab.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6b0e1e209131cea2bc9c.md>)

Recorded evaluation configuration: {"Params (M)":"7.6","FLOPs (G)":"55.1"}. This record does not assert independent reproduction.

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