# Dynamic Surface Reconstruction on AMA (test)

Source: [Dynamic Surface Reconstruction on AMA (test)](<https://www.sota2.com/research/sota/dynamic-surface-reconstruction-on-ama-test>)

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

Data updated: 2026-03-26T14:07:48.583Z

Evaluation of Dynamic Surface Reconstruction performance on the test split of the AMA dataset, reporting metrics including CD \[×10⁻⁵\], NC, F-0.5%, Correspondence, and computation time.

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 | Dynamic Surface Reconstruction |
| Dataset (including any stated split) | AMA (test) |
| Metric | CD (10^-5) |
| Unit | SCALAR |
| 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

- [CD (10^-5)](<https://www.sota2.com/research/sota/dynamic-surface-reconstruction-on-ama-test.md?metric=CD%20(10%5E-5)>): Lower is better; unit: SCALAR.

- [NC](<https://www.sota2.com/research/sota/dynamic-surface-reconstruction-on-ama-test.md?metric=NC>): Higher is better; unit: SCALAR.

- [F-Score (0.5%)](<https://www.sota2.com/research/sota/dynamic-surface-reconstruction-on-ama-test.md?metric=F-Score%20(0.5%25)>): Higher is better; unit: PERCENT.

- [Correspondence Error](<https://www.sota2.com/research/sota/dynamic-surface-reconstruction-on-ama-test.md?metric=Correspondence%20Error>): Lower is better; unit: SCALAR.

- [Computation Time (s)](<https://www.sota2.com/research/sota/dynamic-surface-reconstruction-on-ama-test.md?metric=Computation%20Time%20(s)>): Lower is better; unit: TIME.

## Recorded results

| Method | CD (10^-5) | Result date | Report paper |
| --- | --- | --- | --- |
| Neu-PiG | 0.44 | Not recorded | 699fd39f2d603e6de3e3c079 |
| Neu-PiG | 0.53 | Not recorded | 699fd39f2d603e6de3e3c079 |
| PDG | 0.79 | Not recorded | 699fd39f2d603e6de3e3c079 |
| DynoSurf | 1.01 | Not recorded | 699fd39f2d603e6de3e3c079 |

### Neu-PiG

CD (10^-5): 0.44. Result ID: 69c53d9947f34ce924af07f8.

[Reporting paper](<https://www.sota2.com/research/paper/699fd39f2d603e6de3e3c079.md>)

[Method origin paper](<https://www.sota2.com/research/paper/699fd39f2d603e6de3e3c079.md>)

Recorded evaluation configuration: {"Optimization strategy (Training-free vs Learning-based)":"Training-free","Optimization length (epochs)":"1000"}. This record does not assert independent reproduction.

### Neu-PiG

CD (10^-5): 0.53. Result ID: 69c53d9947f34ce924af07f7.

[Reporting paper](<https://www.sota2.com/research/paper/699fd39f2d603e6de3e3c079.md>)

[Method origin paper](<https://www.sota2.com/research/paper/699fd39f2d603e6de3e3c079.md>)

Recorded evaluation configuration: {"Optimization strategy (Training-free vs Learning-based)":"Training-free","Optimization length (epochs)":"250"}. This record does not assert independent reproduction.

### PDG

CD (10^-5): 0.79. Result ID: 69c53d9947f34ce924af07f6.

[Reporting paper](<https://www.sota2.com/research/paper/699fd39f2d603e6de3e3c079.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7b891e209131cea88fbb.md>)

Recorded evaluation configuration: {"Optimization strategy (Training-free vs Learning-based)":"Training-free"}. This record does not assert independent reproduction.

### DynoSurf

CD (10^-5): 1.01. Result ID: 69c53d9947f34ce924af07f5.

[Reporting paper](<https://www.sota2.com/research/paper/699fd39f2d603e6de3e3c079.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa74361e209131cea6076a.md>)

Recorded evaluation configuration: {"Optimization strategy (Training-free vs Learning-based)":"Training-free"}. This record does not assert independent reproduction.

Page 1 of 1. This is an index page, not the full collection.