# Room layout estimation on Hedau 11 (test)

Source: [Room layout estimation on Hedau 11 (test)](<https://www.sota2.com/research/sota/room-layout-estimation-on-hedau-11-test>)

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

Data updated: 2026-02-26T05:58:04.087Z

Evaluation of Room layout estimation performance on the test split of the Hedau 11 dataset, measured by Pixel Error (%).

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 | Room layout estimation |
| Dataset (including any stated split) | Hedau 11 (test) |
| Metric | Pixel Error |
| Unit | PERCENT |
| 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

- [Pixel Error](<https://www.sota2.com/research/sota/room-layout-estimation-on-hedau-11-test.md?metric=Pixel%20Error>): Lower is better; unit: PERCENT.

## Recorded results

| Method | Pixel Error | Result date | Report paper |
| --- | --- | --- | --- |
| RoomNet recurrent 3-iter | 8.36 | Not recorded | 68fa642e1e209131cea03377 |
| LayoutNet | 9.69 | Not recorded | 68fa642e1e209131cea03377 |
| Dasgupta et al. | 9.73 | Not recorded | 68fa642e1e209131cea03377 |
| Del Pero et al. | 12.7 | Not recorded | 68fa642e1e209131cea03377 |
| Schwing et al. | 12.8 | Not recorded | 68fa642e1e209131cea03377 |

### RoomNet recurrent 3-iter

Pixel Error: 8.36. Result ID: 698c164df729bc7f68e83992.

[Reporting paper](<https://www.sota2.com/research/paper/68fa642e1e209131cea03377.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa638d1e209131ce9ff831.md>)

Recorded evaluation configuration: {"Inference time":"168ms","FPS":"6","Iterations":"3"}. This record does not assert independent reproduction.

### LayoutNet

Pixel Error: 9.69. Result ID: 698c164df729bc7f68e83991.

[Reporting paper](<https://www.sota2.com/research/paper/68fa642e1e209131cea03377.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa642e1e209131cea03377.md>)

[Implementation](<https://github.com/zouchuhang/LayoutNet>)

Recorded evaluation configuration: {"Inference time":"39ms","FPS":"25"}. This record does not assert independent reproduction.

### Dasgupta et al.

Pixel Error: 9.73. Result ID: 698c164df729bc7f68e83990.

[Reporting paper](<https://www.sota2.com/research/paper/68fa642e1e209131cea03377.md>)

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

### Del Pero et al.

Pixel Error: 12.7. Result ID: 698c164df729bc7f68e8398f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa642e1e209131cea03377.md>)

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

### Schwing et al.

Pixel Error: 12.8. Result ID: 698c164df729bc7f68e8398e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa642e1e209131cea03377.md>)

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

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