# Coronary Artery Segmentation on ICAS-100

Source: [Coronary Artery Segmentation on ICAS-100](<https://www.sota2.com/research/sota/coronary-artery-segmentation-on-icas-100>)

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

Data updated: 2026-02-26T05:40:22.271Z

Evaluation of coronary artery segmentation performance on the ICAS-100 dataset, reporting metrics such as 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) | ICAS-100 |
| 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-icas-100.md?metric=DSC>): Higher is better; unit: PERCENT.

- [ASSD](<https://www.sota2.com/research/sota/coronary-artery-segmentation-on-icas-100.md?metric=ASSD>): Lower is better; unit: SCALAR.

## Recorded results

| Method | DSC | Result date | Report paper |
| --- | --- | --- | --- |
| Ours | 82.15 | Not recorded | 68fa7a0b1e209131cea80c50 |
| I2U-Net | 79.25 | Not recorded | 68fa7a0b1e209131cea80c50 |
| nnFormer | 79.22 | Not recorded | 68fa7a0b1e209131cea80c50 |
| VSNet | 79.19 | Not recorded | 68fa7a0b1e209131cea80c50 |
| CS2Net | 79.07 | Not recorded | 68fa7a0b1e209131cea80c50 |
| 3D-FFR-UNet | 78.94 | Not recorded | 68fa7a0b1e209131cea80c50 |
| S2CA-Net | 78.88 | Not recorded | 68fa7a0b1e209131cea80c50 |
| TransUNet | 78.87 | Not recorded | 68fa7a0b1e209131cea80c50 |
| UNETR | 78.64 | Not recorded | 68fa7a0b1e209131cea80c50 |
| 3D-UNet | 76.17 | Not recorded | 68fa7a0b1e209131cea80c50 |

### Ours

DSC: 82.15. Result ID: 698b6ab57a967eddb76e651e.

[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.

### I2U-Net

DSC: 79.25. Result ID: 698b6ab57a967eddb76e6517.

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

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

### nnFormer

DSC: 79.22. Result ID: 698b6ab57a967eddb76e651a.

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

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

### VSNet

DSC: 79.19. Result ID: 698b6ab57a967eddb76e651d.

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

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

### CS2Net

DSC: 79.07. Result ID: 698b6ab57a967eddb76e651b.

[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.

### 3D-FFR-UNet

DSC: 78.94. Result ID: 698b6ab57a967eddb76e651c.

[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: 78.88. Result ID: 698b6ab57a967eddb76e6516.

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

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

### TransUNet

DSC: 78.87. Result ID: 698b6ab57a967eddb76e6519.

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

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

### UNETR

DSC: 78.64. Result ID: 698b6ab57a967eddb76e6518.

[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: 76.17. Result ID: 698b6ab57a967eddb76e6515.

[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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