# Coronary Artery Segmentation on ASOCA

Source: [Coronary Artery Segmentation on ASOCA](<https://www.sota2.com/research/sota/coronary-artery-segmentation-on-asoca>)

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

Data updated: 2026-02-26T05:40:22.254Z

Evaluation of coronary artery segmentation performance on the ASOCA dataset, reporting Dice Similarity Coefficient (DSC) and Average Surface Distance (ASSD).

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 | Coronary Artery Segmentation |
| Dataset (including any stated split) | ASOCA |
| Metric | DSC |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 10 of 10 |
| 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/coronary-artery-segmentation-on-asoca.md?metric=DSC>): Higher is better; unit: PERCENT.

- [ASSD](<https://www.sota2.com/research/sota/coronary-artery-segmentation-on-asoca.md?metric=ASSD>): Lower is better; unit: OTHER.

## Recorded results

| Method | DSC | Result date | Report paper |
| --- | --- | --- | --- |
| Ours | 90.15 | Not recorded | 68fa7a0b1e209131cea80c50 |
| VSNet | 88.04 | Not recorded | 68fa7a0b1e209131cea80c50 |
| I2U-Net | 87.47 | Not recorded | 68fa7a0b1e209131cea80c50 |
| nnFormer | 87.46 | Not recorded | 68fa7a0b1e209131cea80c50 |
| TransUNet | 87.38 | Not recorded | 68fa7a0b1e209131cea80c50 |
| 3D-FFR-UNet | 87.12 | Not recorded | 68fa7a0b1e209131cea80c50 |
| S2CA-Net | 87.11 | Not recorded | 68fa7a0b1e209131cea80c50 |
| CS2Net | 87.01 | Not recorded | 68fa7a0b1e209131cea80c50 |
| UNETR | 86.54 | Not recorded | 68fa7a0b1e209131cea80c50 |
| 3D-UNet | 84.78 | Not recorded | 68fa7a0b1e209131cea80c50 |

### Ours

DSC: 90.15. Result ID: 698b6ab57a967eddb76e6514.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7a0b1e209131cea80c50.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7a0b1e209131cea80c50.md>)

[Implementation](<https://github.com/d1c2x3/CAseg>)

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

### VSNet

DSC: 88.04. Result ID: 698b6ab57a967eddb76e6513.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7a0b1e209131cea80c50.md>)

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

### I2U-Net

DSC: 87.47. Result ID: 698b6ab57a967eddb76e650d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7a0b1e209131cea80c50.md>)

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

### nnFormer

DSC: 87.46. Result ID: 698b6ab57a967eddb76e6510.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7a0b1e209131cea80c50.md>)

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

### TransUNet

DSC: 87.38. Result ID: 698b6ab57a967eddb76e650f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7a0b1e209131cea80c50.md>)

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

### 3D-FFR-UNet

DSC: 87.12. Result ID: 698b6ab57a967eddb76e6512.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7a0b1e209131cea80c50.md>)

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

### S2CA-Net

DSC: 87.11. Result ID: 698b6ab57a967eddb76e650c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7a0b1e209131cea80c50.md>)

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

### CS2Net

DSC: 87.01. Result ID: 698b6ab57a967eddb76e6511.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7a0b1e209131cea80c50.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa688c1e209131cea1cdda.md>)

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

### UNETR

DSC: 86.54. Result ID: 698b6ab57a967eddb76e650e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7a0b1e209131cea80c50.md>)

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

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

### 3D-UNet

DSC: 84.78. Result ID: 698b6ab57a967eddb76e650b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7a0b1e209131cea80c50.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa629d1e209131ce9fa34e.md>)

[Implementation](<http://lmb.informatik.uni-freiburg.de/resources/opensource/unet.en.html>)

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

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