Semantic Scene Completion on NYU CAD
25.9Ceiling ErrorTwo Stream 3D Semantic Scene Completion
Evaluation results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Two Stream 3D Semantic Scene Completiontrained on=NYU, input_features=one-hot2018.04 | 25.9 | 93.8 | 48.9 | 33.4 | 31.2 | 66.1 | 56.4 | 31.6 | 38.5 | 51.4 | 30.8 | 46.2 | |
| TS3DResolution=(240, 60), Trained on=NYUCAD, RGB-D based=true2020.03 | 25.9 | 93.8 | 48.9 | 33.4 | 31.2 | 66.1 | 56.4 | 31.6 | 38.5 | 51.4 | 30.8 | 46.2 | |
| Two Stream 3D Semantic Scene Completiontrained on=NYU, input_features=3ch2018.04 | 28.3 | 94 | 48.6 | 33 | 33.4 | 67.9 | 54.7 | 31.1 | 33.8 | 50.8 | 30.6 | 46 | |
| SSCNettrained on=SUNCG+NYU2018.04 | 32.5 | 92.6 | 49.2 | 8.9 | 33.9 | 57 | 59.5 | 28.3 | 8.1 | 44.8 | 25.1 | 40 | |
| SSCNetResolution=(240, 60), Trained on=NYUCAD+SUNCG2020.03 | 32.5 | 92.6 | 40.2 | 8.9 | 33.9 | 57 | 59.5 | 28.3 | 8.1 | 44.8 | 25.1 | 40 | |
| DDRNetResolution=(240, 60), Trained on=NYUCAD, RGB-D based=true2020.03 | 54.1 | 91.5 | 56.4 | 14.9 | 37 | 55.7 | 51 | 28.8 | 9.2 | 44.1 | 27.8 | 42.8 | |
| CCPNetResolution=(240, 240), Trained on=NYUCAD2020.03 | 56.2 | 94.6 | 58.7 | 35.1 | 44.8 | 68.6 | 65.3 | 37.6 | 35.5 | 53.1 | 35.2 | 53.2 | |
| 3D sketch-aware semantic scene completion frameworkResolution=(60, 60), Trained on=NYUCAD, RGB-D based=true2020.03 | 59.7 | 94.3 | 64.3 | 32.6 | 51.7 | 72 | 68.7 | 45.9 | 19 | 60.5 | 38.5 | 55.2 |