# Textured 3D Synthesis on PASCAL3D+ Cars (test)

Source: [Textured 3D Synthesis on PASCAL3D+ Cars (test)](<https://www.sota2.com/research/sota/textured-3d-synthesis-on-pascal3d-plus-cars-test>)

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

Data updated: 2026-02-26T06:06:23.049Z

Evaluation of Textured 3D Synthesis performance on the 'car' category subset of the PASCAL3D+ test set, reporting metrics related to texture quality and geometry.

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 | Textured 3D Synthesis |
| Dataset (including any stated split) | PASCAL3D+ Cars (test) |
| Metric | Texture Score |
| Unit | PERCENT |
| Direction | Higher 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

- [Texture Score](<https://www.sota2.com/research/sota/textured-3d-synthesis-on-pascal3d-plus-cars-test.md?metric=Texture%20Score>): Higher is better; unit: PERCENT.

- [Geometry Score](<https://www.sota2.com/research/sota/textured-3d-synthesis-on-pascal3d-plus-cars-test.md?metric=Geometry%20Score>): Higher is better; unit: PERCENT.

- [Overall Score](<https://www.sota2.com/research/sota/textured-3d-synthesis-on-pascal3d-plus-cars-test.md?metric=Overall%20Score>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Texture Score | Result date | Report paper |
| --- | --- | --- | --- |
| Our Final | 57.3 | Not recorded | 68fa6a211e209131cea2629c |
| Our Final | 54.1 | Not recorded | 68fa6a211e209131cea2629c |

### Our Final

Texture Score: 57.3. Result ID: 698e1255ffc3901de09a92e8.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6a211e209131cea2629c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a211e209131cea2629c.md>)

Recorded evaluation configuration: {"Comparison Baseline":"Our Baseline"}. This record does not assert independent reproduction.

### Our Final

Texture Score: 54.1. Result ID: 698e1255ffc3901de09a92e7.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6a211e209131cea2629c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a211e209131cea2629c.md>)

Recorded evaluation configuration: {"Comparison Baseline":"DIBR \[4\]"}. This record does not assert independent reproduction.

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