# Single-image 3D indoor scene generation on 3D indoor scene generation dataset (test)

Source: [Single-image 3D indoor scene generation on 3D indoor scene generation dataset (test)](<https://www.sota2.com/research/sota/single-image-3d-indoor-scene-generation-on-3d-indoor-scene-generation-dataset-test>)

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

Data updated: 2026-04-14T08:40:56.862Z

Evaluation of Single-image 3D indoor scene generation models using the test split of the 3D indoor scene generation dataset, focusing on time efficiency metrics.

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 | Single-image 3D indoor scene generation |
| Dataset (including any stated split) | 3D indoor scene generation dataset (test) |
| Metric | Time (s) |
| Unit | TIME |
| Direction | Lower 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

- [Time (s)](<https://www.sota2.com/research/sota/single-image-3d-indoor-scene-generation-on-3d-indoor-scene-generation-dataset-test.md?metric=Time%20(s)>): Lower is better; unit: TIME.

## Recorded results

| Method | Time (s) | Result date | Report paper |
| --- | --- | --- | --- |
| MIDI | 67.3 | Not recorded | 69ddca307d0172140ec79ae7 |
| PhyMix | 100 | Not recorded | 69ddca307d0172140ec79ae7 |
| PartCrafter | 151.3 | Not recorded | 69ddca307d0172140ec79ae7 |
| PhyMix | 220 | Not recorded | 69ddca307d0172140ec79ae7 |
| Gen3DSR | 234.4 | Not recorded | 69ddca307d0172140ec79ae7 |

### MIDI

Time (s): 67.3. Result ID: 69ddfd4347f34ce924c571df.

[Reporting paper](<https://www.sota2.com/research/paper/69ddca307d0172140ec79ae7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7a091e209131cea80b13.md>)

[Implementation](<https://huanngzh.github.io/MIDI-Page/>)

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

### PhyMix

Time (s): 100. Result ID: 69ddfd4347f34ce924c571e1.

[Reporting paper](<https://www.sota2.com/research/paper/69ddca307d0172140ec79ae7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69ddca307d0172140ec79ae7.md>)

Recorded evaluation configuration: {"Simulation Backend":"Physics Evaluator (Ours)"}. This record does not assert independent reproduction.

### PartCrafter

Time (s): 151.3. Result ID: 69ddfd4347f34ce924c571dd.

[Reporting paper](<https://www.sota2.com/research/paper/69ddca307d0172140ec79ae7.md>)

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

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

### PhyMix

Time (s): 220. Result ID: 69ddfd4347f34ce924c571e0.

[Reporting paper](<https://www.sota2.com/research/paper/69ddca307d0172140ec79ae7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69ddca307d0172140ec79ae7.md>)

Recorded evaluation configuration: {"Simulation Backend":"Taichi"}. This record does not assert independent reproduction.

### Gen3DSR

Time (s): 234.4. Result ID: 69ddfd4347f34ce924c571de.

[Reporting paper](<https://www.sota2.com/research/paper/69ddca307d0172140ec79ae7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77b71e209131cea74ef1.md>)

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

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