# Stylized 3D Generation on 100 Prompt-Style Combinations (20 text prompts, 9 style images)

Source: [Stylized 3D Generation on 100 Prompt-Style Combinations (20 text prompts, 9 style images)](<https://www.sota2.com/research/sota/stylized-3d-generation-on-100-prompt-style-combinations-20-text-prompts-9-style-images>)

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

Data updated: 2026-04-13T07:59:44.296Z

Evaluation of 3D generation models assessing both object quality and style alignment based on a specific test set comprising 100 prompt-style combinations (20 text prompts and 9 style images).

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 | Stylized 3D Generation |
| Dataset (including any stated split) | 100 Prompt-Style Combinations (20 text prompts, 9 style images) |
| Metric | Object Quality (ELO) |
| Unit | SCALAR |
| 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

- [Object Quality (ELO)](<https://www.sota2.com/research/sota/stylized-3d-generation-on-100-prompt-style-combinations-20-text-prompts-9-style-images.md?metric=Object%20Quality%20(ELO)>): Higher is better; unit: SCALAR.

- [Style Alignment (ELO)](<https://www.sota2.com/research/sota/stylized-3d-generation-on-100-prompt-style-combinations-20-text-prompts-9-style-images.md?metric=Style%20Alignment%20(ELO)>): Higher is better; unit: SCALAR.

## Recorded results

| Method | Object Quality (ELO) | Result date | Report paper |
| --- | --- | --- | --- |
| SIC3D | 1075.125 | Not recorded | 69dc78947d0172140ec78b4d |
| Stylized Prompt | 1044.6 | Not recorded | 69dc78947d0172140ec78b4d |
| G-Style | 1015.814 | Not recorded | 69dc78947d0172140ec78b4d |
| SGSST | 983.604 | Not recorded | 69dc78947d0172140ec78b4d |
| StyleGaussian | 925.368 | Not recorded | 69dc78947d0172140ec78b4d |

### SIC3D

Object Quality (ELO): 1075.125. Result ID: 69dca23d47f34ce924c368ec.

[Reporting paper](<https://www.sota2.com/research/paper/69dc78947d0172140ec78b4d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69dc78947d0172140ec78b4d.md>)

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

### Stylized Prompt

Object Quality (ELO): 1044.6. Result ID: 69dca23d47f34ce924c368e8.

[Reporting paper](<https://www.sota2.com/research/paper/69dc78947d0172140ec78b4d.md>)

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

### G-Style

Object Quality (ELO): 1015.814. Result ID: 69dca23d47f34ce924c368ea.

[Reporting paper](<https://www.sota2.com/research/paper/69dc78947d0172140ec78b4d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa74c11e209131cea63914.md>)

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

### SGSST

Object Quality (ELO): 983.604. Result ID: 69dca23d47f34ce924c368eb.

[Reporting paper](<https://www.sota2.com/research/paper/69dc78947d0172140ec78b4d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77ed1e209131cea76134.md>)

[Implementation](<https://github.com/JianlingWANG2021/SGSST>)

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

### StyleGaussian

Object Quality (ELO): 925.368. Result ID: 69dca23d47f34ce924c368e9.

[Reporting paper](<https://www.sota2.com/research/paper/69dc78947d0172140ec78b4d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72811e209131cea56d88.md>)

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

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