# Latent Structural Repair on Objaverse-LVIS All

Source: [Latent Structural Repair on Objaverse-LVIS All](<https://www.sota2.com/research/sota/latent-structural-repair-on-objaverse-lvis-all>)

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

Data updated: 2026-05-12T15:43:18.951Z

Evaluation of Latent Structural Repair performance using the complete 'All' configuration of the Objaverse-LVIS 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 | Latent Structural Repair |
| Dataset (including any stated split) | Objaverse-LVIS All |
| Metric | Validity@1 |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 5 of 5 |
| 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

- [Validity@1](<https://www.sota2.com/research/sota/latent-structural-repair-on-objaverse-lvis-all.md?metric=Validity%401>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Validity@1 | Result date | Report paper |
| --- | --- | --- | --- |
| C2LT-3D | 62.02 | Not recorded | 6a02b47bdbc836b87d824c2a |
| Geometric NN | 39.21 | Not recorded | 6a02b47bdbc836b87d824c2a |
| C2LT-3D | 25.87 | Not recorded | 6a02b47bdbc836b87d824c2a |
| Dense Support Verifier | 23.37 | Not recorded | 6a02b47bdbc836b87d824c2a |
| C2LT-3D | 13.09 | Not recorded | 6a02b47bdbc836b87d824c2a |

### C2LT-3D

Validity@1: 62.02. Result ID: 6a034a8547f34ce924e88560.

[Reporting paper](<https://www.sota2.com/research/paper/6a02b47bdbc836b87d824c2a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a02b47bdbc836b87d824c2a.md>)

Recorded evaluation configuration: {"variant":"Learned Seam Prior"}. This record does not assert independent reproduction.

### Geometric NN

Validity@1: 39.21. Result ID: 6a034a8547f34ce924e8855c.

[Reporting paper](<https://www.sota2.com/research/paper/6a02b47bdbc836b87d824c2a.md>)

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

### C2LT-3D

Validity@1: 25.87. Result ID: 6a034a8547f34ce924e8855e.

[Reporting paper](<https://www.sota2.com/research/paper/6a02b47bdbc836b87d824c2a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a02b47bdbc836b87d824c2a.md>)

Recorded evaluation configuration: {"variant":"Seam Head Only"}. This record does not assert independent reproduction.

### Dense Support Verifier

Validity@1: 23.37. Result ID: 6a034a8547f34ce924e8855d.

[Reporting paper](<https://www.sota2.com/research/paper/6a02b47bdbc836b87d824c2a.md>)

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

### C2LT-3D

Validity@1: 13.09. Result ID: 6a034a8547f34ce924e8855f.

[Reporting paper](<https://www.sota2.com/research/paper/6a02b47bdbc836b87d824c2a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a02b47bdbc836b87d824c2a.md>)

Recorded evaluation configuration: {"variant":"w/o Partition"}. This record does not assert independent reproduction.

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