# Cardiac Structure Segmentation on LGE (test)

Source: [Cardiac Structure Segmentation on LGE (test)](<https://www.sota2.com/research/sota/cardiac-structure-segmentation-on-lge-test>)

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

Data updated: 2026-02-26T05:41:04.018Z

Evaluation of cardiac structure segmentation models on the LGE test set, 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 | Cardiac structure segmentation |
| Dataset (including any stated split) | LGE (test) |
| 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/cardiac-structure-segmentation-on-lge-test.md?metric=Dice%20Score>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Dice Score | Result date | Report paper |
| --- | --- | --- | --- |
| Ours | 86.78 | Not recorded | 68fa6f731e209131cea45a81 |
| ERM | 82.34 | Not recorded | 68fa6f731e209131cea45a81 |
| Tent | 81.11 | Not recorded | 68fa6f731e209131cea45a81 |

### Ours

Dice Score: 86.78. Result ID: 6990d2303a6c314849038bcc.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f731e209131cea45a81.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f731e209131cea45a81.md>)

[Implementation](<https://github.com/SakurajimaMaiii/TSD>)

Recorded evaluation configuration: {"Source Domain":"ACDC","Backbone":"DeepLabv3+ (MobileNetV2)"}. This record does not assert independent reproduction.

### ERM

Dice Score: 82.34. Result ID: 6990d2303a6c314849038bca.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f731e209131cea45a81.md>)

Recorded evaluation configuration: {"Source Domain":"ACDC","Backbone":"DeepLabv3+ (MobileNetV2)"}. This record does not assert independent reproduction.

### Tent

Dice Score: 81.11. Result ID: 6990d2303a6c314849038bcb.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f731e209131cea45a81.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa69941e209131cea22d2b.md>)

Recorded evaluation configuration: {"Source Domain":"ACDC","Backbone":"DeepLabv3+ (MobileNetV2)"}. This record does not assert independent reproduction.

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