Semantic Scene Completion on NYU v1 (test)
15.1Ceiling ErrorSSCNet
Evaluation Results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| SSCNetInputs=D2024.03 | 15.1 | 94.7 | 24.4 | 0 | 12.6 | 32.1 | 35 | 13 | 7.8 | 27.1 | 10.1 | 24.7 | |
| DDRNetInputs=RGB+D2024.03 | 21.1 | 92.2 | 33.5 | 6.8 | 14.8 | 48.3 | 42.3 | 13.2 | 13.9 | 35.3 | 13.2 | 30.4 | |
| AIC-NetInputs=RGB+D2024.03 | 23.2 | 90.8 | 32.3 | 14.8 | 18.2 | 51.1 | 44.8 | 15.2 | 22.4 | 38.3 | 15.7 | 33.3 | |
| CCPNetInputs=D2024.03 | 23.5 | 96.3 | 35.7 | 20.2 | 25.8 | 61.4 | 56.1 | 18.1 | 28.1 | 37.8 | 20.1 | 38.5 | |
| 3D-SketchInputs=RGB+D2024.03 | 43.1 | 93.6 | 40.5 | 24.3 | 30 | 57.1 | 49.3 | 29.2 | 14.3 | 42.5 | 28.6 | 41.1 | |
| FFNetInputs=RGB+D2024.03 | 44 | 93.7 | 41.5 | 29.3 | 36.2 | 59 | 51.1 | 28.9 | 26.5 | 45 | 32.6 | 44.4 | |
| PCANetInputs=RGB+D2024.03 | 44.3 | 94.5 | 50.1 | 30.7 | 41.8 | 68.5 | 56.4 | 32.6 | 29.9 | 53.6 | 35.4 | 48.9 | |
| CleanerSInputs=RGB+D2024.03 | 46.3 | 93.9 | 43.2 | 33.7 | 38.5 | 62.2 | 54.8 | 33.7 | 39.2 | 45.7 | 33.8 | 47.7 | |
| CVSformerInputs=RGB+D, Backbone=DeepLabv32024.03 | 46.3 | 94.3 | 43.5 | 42.8 | 46.2 | 67.7 | 66 | 39.2 | 43.2 | 53.9 | 35 | 52.6 | |
| AMMNetInputs=RGB+D2024.03 | 46.7 | 94.2 | 43.9 | 30.6 | 39.1 | 60.3 | 54.8 | 35.7 | 44.4 | 48.2 | 35.3 | 48.5 | |
| AMMNetInputs=RGB+D, Backbone=DeepLabv32024.03 | 49.2 | 94.2 | 47 | 41.7 | 52.4 | 68.1 | 66.4 | 46.4 | 52.4 | 58.3 | 41.1 | 56.1 | |
| SISNetInputs=RGB+D, Backbone=DeepLabv32024.03 | 54.7 | 93.8 | 53.2 | 41.9 | 43.6 | 66.2 | 61.4 | 38.1 | 29.8 | 53.9 | 40.3 | 52.4 |