# Part-Composed 3D Object Generation on PartObjaverse Tiny

Source: [Part-Composed 3D Object Generation on PartObjaverse Tiny](<https://www.sota2.com/research/sota/part-composed-3d-object-generation-on-partobjaverse-tiny>)

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

Data updated: 2026-02-26T06:04:12.614Z

Evaluation of models generating part-composed 3D objects using the PartObjaverse Tiny dataset, assessed via metrics like Self-IoU, Chamfer Distance (CD), and F-scores.

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 | Part-Composed 3D Object Generation |
| Dataset (including any stated split) | PartObjaverse Tiny |
| Metric | Self-IoU |
| Unit | PERCENT |
| Direction | Higher 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

- [Self-IoU](<https://www.sota2.com/research/sota/part-composed-3d-object-generation-on-partobjaverse-tiny.md?metric=Self-IoU>): Higher is better; unit: PERCENT.

- [CD](<https://www.sota2.com/research/sota/part-composed-3d-object-generation-on-partobjaverse-tiny.md?metric=CD>): Lower is better; unit: SCALAR.

- [F-score (0.1)](<https://www.sota2.com/research/sota/part-composed-3d-object-generation-on-partobjaverse-tiny.md?metric=F-score%20(0.1)>): Higher is better; unit: PERCENT.

- [F-score (0.05)](<https://www.sota2.com/research/sota/part-composed-3d-object-generation-on-partobjaverse-tiny.md?metric=F-score%20(0.05)>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Self-IoU | Result date | Report paper |
| --- | --- | --- | --- |
| PartCrafter\* | 2.24 | Not recorded | 6937ad406cfd488761a4eb35 |
| HoloPart | 1.42 | Not recorded | 6937ad406cfd488761a4eb35 |
| MoCA | 1.25 | Not recorded | 6937ad406cfd488761a4eb35 |
| PartPacker | 1.2 | Not recorded | 6937ad406cfd488761a4eb35 |

### PartCrafter\*

Self-IoU: 2.24. Result ID: 699874fb5698665ec4d554ff.

[Reporting paper](<https://www.sota2.com/research/paper/6937ad406cfd488761a4eb35.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa792b1e209131cea7c61e.md>)

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

### HoloPart

Self-IoU: 1.42. Result ID: 699874fb5698665ec4d554fd.

[Reporting paper](<https://www.sota2.com/research/paper/6937ad406cfd488761a4eb35.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77f11e209131cea76288.md>)

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

### MoCA

Self-IoU: 1.25. Result ID: 699874fb5698665ec4d55500.

[Reporting paper](<https://www.sota2.com/research/paper/6937ad406cfd488761a4eb35.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6937ad406cfd488761a4eb35.md>)

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

### PartPacker

Self-IoU: 1.2. Result ID: 699874fb5698665ec4d554fe.

[Reporting paper](<https://www.sota2.com/research/paper/6937ad406cfd488761a4eb35.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa79651e209131cea7d6a0.md>)

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

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