# Unconditioned Indoor Scene Generation on Bedroom (test)

Source: [Unconditioned Indoor Scene Generation on Bedroom (test)](<https://www.sota2.com/research/sota/unconditioned-indoor-scene-generation-on-bedroom-test>)

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

Data updated: 2026-02-26T05:44:34.269Z

Evaluation of models generating indoor scenes unconditionally using the test split of the Bedroom dataset, typically measured using FID.

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 | Unconditioned Indoor Scene Generation |
| Dataset (including any stated split) | Bedroom (test) |
| Metric | FID |
| Unit | SCALAR |
| Direction | Lower 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

- [FID](<https://www.sota2.com/research/sota/unconditioned-indoor-scene-generation-on-bedroom-test.md?metric=FID>): Lower is better; unit: SCALAR.

## Recorded results

| Method | FID | Result date | Report paper |
| --- | --- | --- | --- |
| FreeScene | 123.42 | Not recorded | 68fa791d1e209131cea7c2fb |
| InstructScene | 124.77 | Not recorded | 68fa791d1e209131cea7c2fb |
| ATISS | 126.8 | Not recorded | 68fa791d1e209131cea7c2fb |
| DiffuScene | 138.24 | Not recorded | 68fa791d1e209131cea7c2fb |

### FreeScene

FID: 123.42. Result ID: 6995c6fd3badfaffe6ca89f6.

[Reporting paper](<https://www.sota2.com/research/paper/68fa791d1e209131cea7c2fb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa791d1e209131cea7c2fb.md>)

[Implementation](<https://cangmushui.github.io/FreeScene-io/>)

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

### InstructScene

FID: 124.77. Result ID: 6995c6fd3badfaffe6ca89f5.

[Reporting paper](<https://www.sota2.com/research/paper/68fa791d1e209131cea7c2fb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa721f1e209131cea549db.md>)

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

### ATISS

FID: 126.8. Result ID: 6995c6fd3badfaffe6ca89f3.

[Reporting paper](<https://www.sota2.com/research/paper/68fa791d1e209131cea7c2fb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6af61e209131cea2b666.md>)

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

### DiffuScene

FID: 138.24. Result ID: 6995c6fd3badfaffe6ca89f4.

[Reporting paper](<https://www.sota2.com/research/paper/68fa791d1e209131cea7c2fb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72761e209131cea5681d.md>)

[Implementation](<https://tangjiapeng.github.io/projects/DiffuScene>)

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

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