# Semantic Segmentation on TotalSegmentator Full v2

Source: [Semantic Segmentation on TotalSegmentator Full v2](<https://www.sota2.com/research/sota/semantic-segmentation-on-totalsegmentator-full-v2>)

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

Data updated: 2026-03-31T11:56:43.136Z

Evaluation of Semantic Segmentation performance on the TotalSegmentator Full v2 dataset, reporting Dice scores.

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) | TotalSegmentator Full v2 |
| Metric | Dice Score |
| Unit | PERCENT |
| Direction | Higher 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

- [Dice Score](<https://www.sota2.com/research/sota/semantic-segmentation-on-totalsegmentator-full-v2.md?metric=Dice%20Score>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Dice Score | Result date | Report paper |
| --- | --- | --- | --- |
| CT-FM | 89.81 | Not recorded | 6923e668d6b0dd334292ee00 |
| SPECTRE | 88.85 | Not recorded | 6923e668d6b0dd334292ee00 |
| SuPreM | 86.95 | Not recorded | 6923e668d6b0dd334292ee00 |

### CT-FM

Dice Score: 89.81. Result ID: 69cbb67a47f34ce924b51f39.

[Reporting paper](<https://www.sota2.com/research/paper/6923e668d6b0dd334292ee00.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77291e209131cea717bd.md>)

Recorded evaluation configuration: {"Architecture Category":"Conv.","Model/Decoder Configuration":"Res.U-Net"}. This record does not assert independent reproduction.

### SPECTRE

Dice Score: 88.85. Result ID: 69cbb67a47f34ce924b51f3a.

[Reporting paper](<https://www.sota2.com/research/paper/6923e668d6b0dd334292ee00.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6923e668d6b0dd334292ee00.md>)

Recorded evaluation configuration: {"Architecture Category":"Trans.","Model/Decoder Configuration":"SEoMT"}. This record does not assert independent reproduction.

### SuPreM

Dice Score: 86.95. Result ID: 69cbb67a47f34ce924b51f38.

[Reporting paper](<https://www.sota2.com/research/paper/6923e668d6b0dd334292ee00.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa76b01e209131cea6e7bf.md>)

Recorded evaluation configuration: {"Architecture Category":"Conv.","Model/Decoder Configuration":"U-Net"}. This record does not assert independent reproduction.

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