# Affine Surface Registration on Left ventricle

Source: [Affine Surface Registration on Left ventricle](<https://www.sota2.com/research/sota/affine-surface-registration-on-left-ventricle>)

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

Data updated: 2026-04-03T09:26:57.943Z

Evaluation of the runtime performance for Affine Surface Registration methods applied to the Left ventricle dataset.

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 | Affine Surface Registration |
| Dataset (including any stated split) | Left ventricle |
| Metric | Runtime (second) |
| Unit | TIME |
| Direction | Lower is better |
| Results loaded | 4 of 4 |
| 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

- [Runtime (second)](<https://www.sota2.com/research/sota/affine-surface-registration-on-left-ventricle.md?metric=Runtime%20(second)>): Lower is better; unit: TIME.

## Recorded results

| Method | Runtime (second) | Result date | Report paper |
| --- | --- | --- | --- |
| WGF | 1.54 | Not recorded | 69cf49c60636e5bf4afcdc82 |
| HBF | 1.6 | Not recorded | 69cf49c60636e5bf4afcdc82 |
| Nesterov | 1.6 | Not recorded | 69cf49c60636e5bf4afcdc82 |
| AdamFlow | 1.72 | Not recorded | 69cf49c60636e5bf4afcdc82 |

### WGF

Runtime (second): 1.54. Result ID: 69cf87de47f34ce924b9b3d6.

[Reporting paper](<https://www.sota2.com/research/paper/69cf49c60636e5bf4afcdc82.md>)

Recorded evaluation configuration: {"registration\_mode":"Affine"}. This record does not assert independent reproduction.

### HBF

Runtime (second): 1.6. Result ID: 69cf87de47f34ce924b9b3d7.

[Reporting paper](<https://www.sota2.com/research/paper/69cf49c60636e5bf4afcdc82.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa5c881e209131ce9d1e16.md>)

Recorded evaluation configuration: {"registration\_mode":"Affine"}. This record does not assert independent reproduction.

### Nesterov

Runtime (second): 1.6. Result ID: 69cf87de47f34ce924b9b3d8.

[Reporting paper](<https://www.sota2.com/research/paper/69cf49c60636e5bf4afcdc82.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa5c881e209131ce9d1e16.md>)

Recorded evaluation configuration: {"registration\_mode":"Affine"}. This record does not assert independent reproduction.

### AdamFlow

Runtime (second): 1.72. Result ID: 69cf87de47f34ce924b9b3d9.

[Reporting paper](<https://www.sota2.com/research/paper/69cf49c60636e5bf4afcdc82.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69cf49c60636e5bf4afcdc82.md>)

Recorded evaluation configuration: {"registration\_mode":"Affine"}. This record does not assert independent reproduction.

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