Room Layout Estimation on MatterportLayout (test)
85.272D IoUOurs
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| OursBackbone=HRNet-18, Reproduced using PanoLayoutStudio=true2023.11 | 85.27 | 82.83 | — | — | |
| LGT-NetBackbone=HRNet-18, Reproduced using PanoLayoutStudio=true2023.11 | 84.61 | 82.26 | — | — | |
| DOPNet2023.03 | 84.11 | 81.7 | 0.197 | 95 | |
| LGT-NetBackbone=ResNet-34, Reproduced using PanoLayoutStudio=true2023.11 | 84.05 | 81.55 | — | — | |
| LGT-Net2023.03 | 83.52 | 81.11 | 0.204 | 95.1 | |
| LGT-NetBackbone=ResNet-502023.11 | 83.52 | 81.11 | — | — | |
| OursBackbone=ResNet-34, Reproduced using PanoLayoutStudio=true2023.11 | 83.39 | 81.08 | — | — | |
| LED2-NetBackbone=ResNet-34, Reproduced using PanoLayoutStudio=true2023.11 | 82.93 | 80.48 | — | — | |
| HorizonNetBackbone=ResNet-34, Reproduced using PanoLayoutStudio=true2023.11 | 82.85 | 80.48 | — | — | |
| HoHoNetBackbone=ResNet-34, Reproduced using PanoLayoutStudio=true2023.11 | 82.71 | 80.45 | — | — | |
| LED2-Net2023.03 | 82.61 | 80.14 | 0.207 | 94.7 | |
| LED2-NetBackbone=ResNet-502023.11 | 82.61 | 80.14 | — | — | |
| HoHoNet2023.03 | 82.32 | 79.88 | — | — | |
| HoHoNetBackbone=ResNet-342023.11 | 82.32 | 79.88 | — | — | |
| HoHoNetBackbone=ResNet-34, FPS=1102020.11 | 82.32 | 79.88 | — | — | |
| AtlantaNet2023.03 | 82.09 | 80.02 | — | — | |
| AtlantaNetBackbone=ResNet-502023.11 | 82.09 | 80.02 | — | — | |
| AtlantaNetBackbone=ResNet-50, FPS=52020.11 | 82.09 | 80.02 | — | — | |
| HorizonNet2023.03 | 81.71 | 79.11 | 0.197 | 92.9 | |
| HorizonNetBackbone=ResNet-502023.11 | 81.71 | 79.11 | — | — | |
| HorizonNetBackbone=ResNet-50, FPS=312020.11 | 81.71 | 79.11 | — | — | |
| DMH-Net2023.03 | 81.25 | 78.97 | — | 92.5 | |
| Dula-Netv22023.03 | 78.82 | 75.05 | 0.291 | 81.8 | |
| DuLaNet v2Backbone=ResNet-502023.11 | 78.82 | 75.05 | — | — | |
| DuLa-Net v2Backbone=ResNet-50, FPS=342020.11 | 78.82 | 75.05 | — | — | |
| LayoutNetv22023.03 | 78.73 | 75.82 | 0.258 | 87.1 | |
| LayoutNet v2Backbone=ResNet-342023.11 | 78.73 | 75.82 | — | — | |
| LayoutNet v2Backbone=ResNet-34, FPS=462020.11 | 78.73 | 75.82 | — | — |