Semantic Scene Completion on NYUCAD
56.9mIoUPVA-Net
Evaluation results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| PVA-NetInput=D, Resolution=(60, 60)2021.12 | 56.9 | 71.5 | 94.1 | 66.6 | 23.7 | 60 | 78.5 | 72.2 | 45.3 | 16.7 | 60.1 | 36.9 | |
| 3D-SketchInput=RGB+D, Resolution=(60, 60)2021.12 | 55.2 | 59.7 | 94.3 | 64.3 | 32.6 | 51.7 | 72 | 68.7 | 45.9 | 19 | 60.5 | 38.5 | |
| CCPNetInput=D, Resolution=(240, 240)2021.12 | 53.2 | 56.2 | 94.6 | 58.7 | 35.1 | 44.8 | 68.6 | 65.3 | 37.6 | 35.5 | 53.1 | 35.2 | |
| IMENetInput=RGB+D, Resolution=(60, 60)2021.12 | 47.5 | — | — | — | — | — | — | — | — | — | — | — | |
| SPCNetInput=D, Resolution=(60, 60)2021.12 | 46.6 | 58.1 | 91.6 | 53.7 | 13 | 52.1 | 68.9 | 57.7 | 31.9 | 6.4 | 50.5 | 28.1 | |
| TS3DInput=RGB+D, Resolution=(240, 60)2021.12 | 46.2 | 25.9 | 93.8 | 48.9 | 33.4 | 31.2 | 66.1 | 56.4 | 31.6 | 38.5 | 51.4 | 30.8 | |
| AIC-NetInput=RGB+D, Resolution=(240, 60)2021.12 | 45.8 | 53 | 91.2 | 57.2 | 20.2 | 44.6 | 58.4 | 56.2 | 11.9 | 9.7 | 47.1 | 30.4 | |
| DDRNetInput=RGB+D, Resolution=(240, 60)2021.12 | 42.8 | 54.1 | 91.5 | 56.4 | 14.9 | 37 | 66.1 | 56.4 | 31.6 | 9.2 | 44.1 | 27.8 | |
| SSCNetInput=D, Resolution=(240, 60)2021.12 | 30.5 | 32.5 | 92.6 | 40.2 | 8.9 | 33.9 | 57 | 59.5 | 28.3 | 8.1 | 44.8 | 25.1 |