# Myocardial Scar Segmentation on Myocardial Scar Cohorts Total (test)

Source: [Myocardial Scar Segmentation on Myocardial Scar Cohorts Total (test)](<https://www.sota2.com/research/sota/myocardial-scar-segmentation-on-myocardial-scar-cohorts-total-test>)

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

Data updated: 2026-02-26T05:40:21.570Z

Evaluation of myocardial scar segmentation performance on the Myocardial Scar Cohorts Total dataset (test split), reporting metrics such as DSC, Hausdorff Distance (HD), Average Surface Distance (AS), and Peak Surface Distance (PS).

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 | Myocardial Scar Segmentation |
| Dataset (including any stated split) | Myocardial Scar Cohorts Total (test) |
| Metric | DSC |
| 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

- [DSC](<https://www.sota2.com/research/sota/myocardial-scar-segmentation-on-myocardial-scar-cohorts-total-test.md?metric=DSC>): Higher is better; unit: PERCENT.

- [HD](<https://www.sota2.com/research/sota/myocardial-scar-segmentation-on-myocardial-scar-cohorts-total-test.md?metric=HD>): Lower is better; unit: SCALAR.

- [AS](<https://www.sota2.com/research/sota/myocardial-scar-segmentation-on-myocardial-scar-cohorts-total-test.md?metric=AS>): Lower is better; unit: SCALAR.

- [PS](<https://www.sota2.com/research/sota/myocardial-scar-segmentation-on-myocardial-scar-cohorts-total-test.md?metric=PS>): Lower is better; unit: SCALAR.

## Recorded results

| Method | DSC | Result date | Report paper |
| --- | --- | --- | --- |
| Box-SAM | 65.3 | Not recorded | 68fa79a41e209131cea7e9df |
| Box-DeepLabV3+ | 62.1 | Not recorded | 68fa79a41e209131cea7e9df |
| nnU-Net | 57.9 | Not recorded | 68fa79a41e209131cea7e9df |

### Box-SAM

DSC: 65.3. Result ID: 698b56a07a967eddb76dc4a0.

[Reporting paper](<https://www.sota2.com/research/paper/68fa79a41e209131cea7e9df.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa79a41e209131cea7e9df.md>)

[Implementation](<https://github.com/Danialmoa/YoloSAM>)

Recorded evaluation configuration: {"Fine-tuned":true,"Input":"Ground-truth bounding boxes"}. This record does not assert independent reproduction.

### Box-DeepLabV3+

DSC: 62.1. Result ID: 698b56a07a967eddb76dc4a1.

[Reporting paper](<https://www.sota2.com/research/paper/68fa79a41e209131cea7e9df.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa79a41e209131cea7e9df.md>)

[Implementation](<https://github.com/Danialmoa/YoloSAM>)

Recorded evaluation configuration: {"Fine-tuned":true,"Input":"Ground-truth bounding boxes"}. This record does not assert independent reproduction.

### nnU-Net

DSC: 57.9. Result ID: 698b56a07a967eddb76dc49f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa79a41e209131cea7e9df.md>)

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

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