# Coronary Artery Segmentation on CCTA119

Source: [Coronary Artery Segmentation on CCTA119](<https://www.sota2.com/research/sota/coronary-artery-segmentation-on-ccta119>)

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

Data updated: 2026-02-26T05:40:22.238Z

Evaluation of coronary artery segmentation performance on the CCTA119 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) | CCTA119 |
| 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-ccta119.md?metric=DSC>): Higher is better; unit: PERCENT.

- [ASSD](<https://www.sota2.com/research/sota/coronary-artery-segmentation-on-ccta119.md?metric=ASSD>): Lower is better; unit: SCALAR.

## Recorded results

| Method | DSC | Result date | Report paper |
| --- | --- | --- | --- |
| Ours | 87.31 | Not recorded | 68fa7a0b1e209131cea80c50 |
| VSNet | 85.07 | Not recorded | 68fa7a0b1e209131cea80c50 |
| nnFormer | 84.61 | Not recorded | 68fa7a0b1e209131cea80c50 |
| 3D-FFR-UNet | 84.58 | Not recorded | 68fa7a0b1e209131cea80c50 |
| I2U-Net | 84.56 | Not recorded | 68fa7a0b1e209131cea80c50 |
| CS2Net | 84.34 | Not recorded | 68fa7a0b1e209131cea80c50 |
| S2CA-Net | 84.01 | Not recorded | 68fa7a0b1e209131cea80c50 |
| TransUNet | 83.53 | Not recorded | 68fa7a0b1e209131cea80c50 |
| UNETR | 83.22 | Not recorded | 68fa7a0b1e209131cea80c50 |
| 3D-UNet | 81.65 | Not recorded | 68fa7a0b1e209131cea80c50 |

### Ours

DSC: 87.31. Result ID: 698b6ab57a967eddb76e650a.

[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: 85.07. Result ID: 698b6ab57a967eddb76e6509.

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

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

### nnFormer

DSC: 84.61. Result ID: 698b6ab57a967eddb76e6506.

[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: 84.58. Result ID: 698b6ab57a967eddb76e6508.

[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: 84.56. Result ID: 698b6ab57a967eddb76e6503.

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

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

### CS2Net

DSC: 84.34. Result ID: 698b6ab57a967eddb76e6507.

[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.

### S2CA-Net

DSC: 84.01. Result ID: 698b6ab57a967eddb76e6502.

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

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

### TransUNet

DSC: 83.53. Result ID: 698b6ab57a967eddb76e6505.

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

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

### UNETR

DSC: 83.22. Result ID: 698b6ab57a967eddb76e6504.

[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: 81.65. Result ID: 698b6ab57a967eddb76e6501.

[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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