# Irregular Segmentation of Myocardial Pathologies on MyoPS (test)

Source: [Irregular Segmentation of Myocardial Pathologies on MyoPS (test)](<https://www.sota2.com/research/sota/irregular-segmentation-of-myocardial-pathologies-on-myops-test>)

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

Data updated: 2026-05-08T10:39:44.662Z

Evaluation of models on the test split of the MyoPS dataset for the task of irregular segmentation of myocardial pathologies, reporting Dice coefficients and Hausdorff Distances for Scar and Edema regions.

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 | Irregular segmentation of myocardial pathologies |
| Dataset (including any stated split) | MyoPS (test) |
| Metric | Dice (Scar) |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 11 of 11 |
| 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 (Scar)](<https://www.sota2.com/research/sota/irregular-segmentation-of-myocardial-pathologies-on-myops-test.md?metric=Dice%20(Scar)>): Higher is better; unit: PERCENT.

- [Dice (Edema)](<https://www.sota2.com/research/sota/irregular-segmentation-of-myocardial-pathologies-on-myops-test.md?metric=Dice%20(Edema)>): Higher is better; unit: PERCENT.

- [Mean Dice](<https://www.sota2.com/research/sota/irregular-segmentation-of-myocardial-pathologies-on-myops-test.md?metric=Mean%20Dice>): Higher is better; unit: PERCENT.

- [HD (Scar) (mm)](<https://www.sota2.com/research/sota/irregular-segmentation-of-myocardial-pathologies-on-myops-test.md?metric=HD%20(Scar)%20(mm)>): Lower is better; unit: SCALAR.

- [HD (Edema) (mm)](<https://www.sota2.com/research/sota/irregular-segmentation-of-myocardial-pathologies-on-myops-test.md?metric=HD%20(Edema)%20(mm)>): Lower is better; unit: SCALAR.

- [Mean HD (mm)](<https://www.sota2.com/research/sota/irregular-segmentation-of-myocardial-pathologies-on-myops-test.md?metric=Mean%20HD%20(mm)>): Lower is better; unit: SCALAR.

## Recorded results

| Method | Dice (Scar) | Result date | Report paper |
| --- | --- | --- | --- |
| HELPNet | 61.1 | Not recorded | 69fd6e1f5497b3b670c894bb |
| FullSup-nnUNet | 61 | Not recorded | 69fd6e1f5497b3b670c894bb |
| FullSupUNet | 60.7 | Not recorded | 69fd6e1f5497b3b670c894bb |
| TIP25 | 60.3 | Not recorded | 69fd6e1f5497b3b670c894bb |
| ZScribbleSeg | 59.6 | Not recorded | 69fd6e1f5497b3b670c894bb |
| ScribFormer | 57.1 | Not recorded | 69fd6e1f5497b3b670c894bb |
| ShapePU | 55.8 | Not recorded | 69fd6e1f5497b3b670c894bb |
| CycleMix | 55 | Not recorded | 69fd6e1f5497b3b670c894bb |
| nnPU | 53 | Not recorded | 69fd6e1f5497b3b670c894bb |
| CVIR | 50.5 | Not recorded | 69fd6e1f5497b3b670c894bb |
| PCE | 50.4 | Not recorded | 69fd6e1f5497b3b670c894bb |

### HELPNet

Dice (Scar): 61.1. Result ID: 69fdbd6747f34ce924e1670a.

[Reporting paper](<https://www.sota2.com/research/paper/69fd6e1f5497b3b670c894bb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa76591e209131cea6c894.md>)

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

### FullSup-nnUNet

Dice (Scar): 61. Result ID: 69fdbd6747f34ce924e1670e.

[Reporting paper](<https://www.sota2.com/research/paper/69fd6e1f5497b3b670c894bb.md>)

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

### FullSupUNet

Dice (Scar): 60.7. Result ID: 69fdbd6747f34ce924e1670d.

[Reporting paper](<https://www.sota2.com/research/paper/69fd6e1f5497b3b670c894bb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa63b41e209131cea002a5.md>)

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

### TIP25

Dice (Scar): 60.3. Result ID: 69fdbd6747f34ce924e16709.

[Reporting paper](<https://www.sota2.com/research/paper/69fd6e1f5497b3b670c894bb.md>)

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

### ZScribbleSeg

Dice (Scar): 59.6. Result ID: 69fdbd6747f34ce924e1670c.

[Reporting paper](<https://www.sota2.com/research/paper/69fd6e1f5497b3b670c894bb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69fd6e1f5497b3b670c894bb.md>)

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

### ScribFormer

Dice (Scar): 57.1. Result ID: 69fdbd6747f34ce924e1670b.

[Reporting paper](<https://www.sota2.com/research/paper/69fd6e1f5497b3b670c894bb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa721d1e209131cea5498c.md>)

[Implementation](<https://github.com/HUANGLIZI/ScribFormer>)

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

### ShapePU

Dice (Scar): 55.8. Result ID: 69fdbd6747f34ce924e16708.

[Reporting paper](<https://www.sota2.com/research/paper/69fd6e1f5497b3b670c894bb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6cbc1e209131cea35ade.md>)

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

### CycleMix

Dice (Scar): 55. Result ID: 69fdbd6747f34ce924e16707.

[Reporting paper](<https://www.sota2.com/research/paper/69fd6e1f5497b3b670c894bb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6bff1e209131cea31899.md>)

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

### nnPU

Dice (Scar): 53. Result ID: 69fdbd6747f34ce924e16706.

[Reporting paper](<https://www.sota2.com/research/paper/69fd6e1f5497b3b670c894bb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa63bc1e209131cea00859.md>)

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

### CVIR

Dice (Scar): 50.5. Result ID: 69fdbd6747f34ce924e16705.

[Reporting paper](<https://www.sota2.com/research/paper/69fd6e1f5497b3b670c894bb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6b2f1e209131cea2cb18.md>)

[Implementation](<https://github.com/acmi-lab/PU_learning>)

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

### PCE

Dice (Scar): 50.4. Result ID: 69fdbd6747f34ce924e16704.

[Reporting paper](<https://www.sota2.com/research/paper/69fd6e1f5497b3b670c894bb.md>)

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

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