# Non-rigid Surface Registration on Liver

Source: [Non-rigid Surface Registration on Liver](<https://www.sota2.com/research/sota/non-rigid-surface-registration-on-liver>)

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

Data updated: 2026-04-03T09:26:57.967Z

Evaluation of the runtime performance for Non-rigid Surface Registration methods applied to the Liver 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 | Non-rigid Surface Registration |
| Dataset (including any stated split) | Liver |
| Metric | Runtime (s) |
| 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 (s)](<https://www.sota2.com/research/sota/non-rigid-surface-registration-on-liver.md?metric=Runtime%20(s)>): Lower is better; unit: TIME.

## Recorded results

| Method | Runtime (s) | Result date | Report paper |
| --- | --- | --- | --- |
| WGF | 2.52 | Not recorded | 69cf49c60636e5bf4afcdc82 |
| HBF | 2.53 | Not recorded | 69cf49c60636e5bf4afcdc82 |
| Nesterov | 2.53 | Not recorded | 69cf49c60636e5bf4afcdc82 |
| AdamFlow | 2.55 | Not recorded | 69cf49c60636e5bf4afcdc82 |

### WGF

Runtime (s): 2.52. Result ID: 69cf87de47f34ce924b9b3da.

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

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

### HBF

Runtime (s): 2.53. Result ID: 69cf87de47f34ce924b9b3db.

[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":"Non-rigid"}. This record does not assert independent reproduction.

### Nesterov

Runtime (s): 2.53. Result ID: 69cf87de47f34ce924b9b3dc.

[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":"Non-rigid"}. This record does not assert independent reproduction.

### AdamFlow

Runtime (s): 2.55. Result ID: 69cf87de47f34ce924b9b3dd.

[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":"Non-rigid"}. This record does not assert independent reproduction.

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