# Room Layout Estimation on MatterportLayout (test) Source: [Room Layout Estimation on MatterportLayout (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:21:09.144Z Evaluation of Room Layout Estimation performance on the test split of the MatterportLayout dataset, typically measured using 2DIoU, 3DIoU, RMSE, and delta\_1 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 | Room Layout Estimation | | Dataset (including any stated split) | MatterportLayout (test) | | Metric | 2D IoU | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 28 of 28 | | 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 - [2D IoU](): Higher is better; unit: PERCENT. - [3D IoU](): Higher is better; unit: PERCENT. - [RMSE](): Lower is better; unit: SCALAR. - [Delta-1](): Higher is better; unit: PERCENT. ## Recorded results | Method | 2D IoU | Result date | Report paper | | --- | --- | --- | --- | | Ours | 85.27 | Not recorded | 68fa715c1e209131cea50d8c | | LGT-Net | 84.61 | Not recorded | 68fa715c1e209131cea50d8c | | DOPNet | 84.11 | Not recorded | 68fa6eb41e209131cea419eb | | LGT-Net | 84.05 | Not recorded | 68fa715c1e209131cea50d8c | | LGT-Net | 83.52 | Not recorded | 68fa6eb41e209131cea419eb | | LGT-Net | 83.52 | Not recorded | 68fa715c1e209131cea50d8c | | Ours | 83.39 | Not recorded | 68fa715c1e209131cea50d8c | | LED2-Net | 82.93 | Not recorded | 68fa715c1e209131cea50d8c | | HorizonNet | 82.85 | Not recorded | 68fa715c1e209131cea50d8c | | HoHoNet | 82.71 | Not recorded | 68fa715c1e209131cea50d8c | | LED2-Net | 82.61 | Not recorded | 68fa6eb41e209131cea419eb | | LED2-Net | 82.61 | Not recorded | 68fa715c1e209131cea50d8c | | HoHoNet | 82.32 | Not recorded | 68fa6eb41e209131cea419eb | | HoHoNet | 82.32 | Not recorded | 68fa715c1e209131cea50d8c | | HoHoNet | 82.32 | Not recorded | 68fa6ab81e209131cea2a069 | | AtlantaNet | 82.09 | Not recorded | 68fa6eb41e209131cea419eb | | AtlantaNet | 82.09 | Not recorded | 68fa715c1e209131cea50d8c | | AtlantaNet | 82.09 | Not recorded | 68fa6ab81e209131cea2a069 | | HorizonNet | 81.71 | Not recorded | 68fa6eb41e209131cea419eb | | HorizonNet | 81.71 | Not recorded | 68fa715c1e209131cea50d8c | | HorizonNet | 81.71 | Not recorded | 68fa6ab81e209131cea2a069 | | DMH-Net | 81.25 | Not recorded | 68fa6eb41e209131cea419eb | | Dula-Netv2 | 78.82 | Not recorded | 68fa6eb41e209131cea419eb | | DuLaNet v2 | 78.82 | Not recorded | 68fa715c1e209131cea50d8c | | DuLa-Net v2 | 78.82 | Not recorded | 68fa6ab81e209131cea2a069 | | LayoutNetv2 | 78.73 | Not recorded | 68fa6eb41e209131cea419eb | | LayoutNet v2 | 78.73 | Not recorded | 68fa715c1e209131cea50d8c | | LayoutNet v2 | 78.73 | Not recorded | 68fa6ab81e209131cea2a069 | ### Ours 2D IoU: 85.27. Result ID: 6991ada63a6c31484909d9fa. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"HRNet-18","Reproduced using PanoLayoutStudio":true}. This record does not assert independent reproduction. ### LGT-Net 2D IoU: 84.61. Result ID: 6991ada63a6c31484909d9f9. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"HRNet-18","Reproduced using PanoLayoutStudio":true}. This record does not assert independent reproduction. ### DOPNet 2D IoU: 84.11. Result ID: 699053a83a6c314849ffc05c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### LGT-Net 2D IoU: 84.05. Result ID: 6991ada63a6c31484909d9f7. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ResNet-34","Reproduced using PanoLayoutStudio":true}. This record does not assert independent reproduction. ### LGT-Net 2D IoU: 83.52. Result ID: 699053a83a6c314849ffc05b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### LGT-Net 2D IoU: 83.52. Result ID: 6991ada63a6c31484909d9f6. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### Ours 2D IoU: 83.39. Result ID: 6991ada63a6c31484909d9f8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet-34","Reproduced using PanoLayoutStudio":true}. This record does not assert independent reproduction. ### LED2-Net 2D IoU: 82.93. Result ID: 6991ada63a6c31484909d9f5. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ResNet-34","Reproduced using PanoLayoutStudio":true}. This record does not assert independent reproduction. ### HorizonNet 2D IoU: 82.85. Result ID: 6991ada63a6c31484909d9f0. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ResNet-34","Reproduced using PanoLayoutStudio":true}. This record does not assert independent reproduction. ### HoHoNet 2D IoU: 82.71. Result ID: 6991ada63a6c31484909d9f2. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ResNet-34","Reproduced using PanoLayoutStudio":true}. This record does not assert independent reproduction. ### LED2-Net 2D IoU: 82.61. Result ID: 699053a83a6c314849ffc059. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### LED2-Net 2D IoU: 82.61. Result ID: 6991ada63a6c31484909d9f4. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### HoHoNet 2D IoU: 82.32. Result ID: 699053a83a6c314849ffc058. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### HoHoNet 2D IoU: 82.32. Result ID: 6991ada63a6c31484909d9f1. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ResNet-34"}. This record does not assert independent reproduction. ### HoHoNet 2D IoU: 82.32. Result ID: 699acf595698665ec45e3340. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ResNet-34","FPS":"110"}. This record does not assert independent reproduction. ### AtlantaNet 2D IoU: 82.09. Result ID: 699053a83a6c314849ffc057. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### AtlantaNet 2D IoU: 82.09. Result ID: 6991ada63a6c31484909d9f3. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### AtlantaNet 2D IoU: 82.09. Result ID: 699acf595698665ec45e333f. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"ResNet-50","FPS":"5"}. This record does not assert independent reproduction. ### HorizonNet 2D IoU: 81.71. Result ID: 699053a83a6c314849ffc056. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### HorizonNet 2D IoU: 81.71. Result ID: 6991ada63a6c31484909d9ef. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### HorizonNet 2D IoU: 81.71. Result ID: 699acf595698665ec45e333e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ResNet-50","FPS":"31"}. This record does not assert independent reproduction. ### DMH-Net 2D IoU: 81.25. Result ID: 699053a83a6c314849ffc05a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Dula-Netv2 2D IoU: 78.82. Result ID: 699053a83a6c314849ffc055. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DuLaNet v2 2D IoU: 78.82. Result ID: 6991ada63a6c31484909d9ee. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### DuLa-Net v2 2D IoU: 78.82. Result ID: 699acf595698665ec45e333d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet-50","FPS":"34"}. This record does not assert independent reproduction. ### LayoutNetv2 2D IoU: 78.73. Result ID: 699053a83a6c314849ffc054. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### LayoutNet v2 2D IoU: 78.73. Result ID: 6991ada63a6c31484909d9ed. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet-34"}. This record does not assert independent reproduction. ### LayoutNet v2 2D IoU: 78.73. Result ID: 699acf595698665ec45e333c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet-34","FPS":"46"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.