# 3D Garment Reconstruction on Cloth3D (test)

Source: [3D Garment Reconstruction on Cloth3D (test)](<https://www.sota2.com/research/sota/3d-garment-reconstruction-on-cloth3d-test>)

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

Data updated: 2026-02-26T05:38:11.283Z

Evaluation of 3D Garment Reconstruction performance on the test split of the Cloth3D dataset, reporting metrics such as Chamfer Distance (CD) and Normal Consistency (NC).

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 | 3D Garment Reconstruction |
| Dataset (including any stated split) | Cloth3D (test) |
| Metric | CD (x10^-4) |
| Unit | SCALAR |
| Direction | Lower is better |
| Results loaded | 2 of 2 |
| 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 (x10^-4)](<https://www.sota2.com/research/sota/3d-garment-reconstruction-on-cloth3d-test.md?metric=CD%20(x10%5E-4)>): Lower is better; unit: SCALAR.

- [NC](<https://www.sota2.com/research/sota/3d-garment-reconstruction-on-cloth3d-test.md?metric=NC>): Higher is better; unit: SCALAR.

## Recorded results

| Method | CD (x10^-4) | Result date | Report paper |
| --- | --- | --- | --- |
| Design2Cloth | 0.18 | Not recorded | 68fa72bc1e209131cea583ee |
| DrapeNet | 0.36 | Not recorded | 68fa72bc1e209131cea583ee |

### Design2Cloth

CD (x10^-4): 0.18. Result ID: 699274063a6c3148490f0d64.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72bc1e209131cea583ee.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72bc1e209131cea583ee.md>)

[Implementation](<https://jiali-zheng.github.io/Design2Cloth/>)

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

### DrapeNet

CD (x10^-4): 0.36. Result ID: 699274063a6c3148490f0d63.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72bc1e209131cea583ee.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ecc1e209131cea42364.md>)

[Implementation](<https://github.com/liren2515/DrapeNet>)

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

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