3D Instance Segmentation on SUNCG (test)
15.5Cabinet3D-SIS (geo+5views)
Evaluation results
| Method | Links | ||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3D-SIS (geo+5views)Input Modality=Geometry + Color, Number of views=52018.12 | 15.5 | 43.6 | 43.9 | 48.1 | 20.4 | 10 | 0 | 30 | 10 | 17.4 | 10 | 0 | 14.5 | 0 | 10 | 10 | 53.5 | 35.1 | 17.2 | 39.7 | 10 | 18.9 | 16.2 | 20.6 | |
| 3D-SIS (geo+3views)Input Modality=Geometry + Color, Number of views=32018.12 | 15.4 | 58.5 | 35.5 | 34.5 | 24.4 | 16.6 | 0 | 20 | 10 | 17.6 | 10 | 0 | 24.3 | 0 | 10 | 10 | 34.6 | 28.5 | 15.6 | 40.7 | 10 | 24.9 | 15.5 | 19.8 | |
| SGPN2018.12 | 15.3 | 28.7 | 23.7 | 29.7 | 17.6 | 15.1 | 15.4 | 0 | 20.8 | 16 | 0 | 10.9 | 0 | 0 | 0 | 12.3 | 33.7 | 25.9 | 19.2 | 31.7 | 0 | 10.4 | 10.5 | 14.2 | |
| 3D-SIS (geo+1view)Input Modality=Geometry + Color, Number of views=12018.12 | 13.9 | 42.4 | 35.3 | 52.9 | 22 | 10 | 0 | 35 | 13.4 | 21.4 | 10 | 0 | 13.5 | 0 | 0 | 10 | 33.8 | 29.2 | 17.7 | 48.3 | 10 | 16.9 | 10 | 19.4 | |
| 3D-SIS (geo only)Input Modality=Geometry only, Number of views=02018.12 | 12.6 | 60.5 | 38.6 | 45.8 | 21.8 | 16.8 | 0 | 10 | 18.5 | 10 | 0 | 14 | 0 | 0 | 14.9 | 64.2 | 30.8 | 17.6 | 35.2 | 10 | 0 | 16.9 | 0 | 19.1 | |
| Seg-Cluster2018.12 | 10.1 | 10.9 | 10.4 | 10.1 | 10.3 | 0 | 0 | 12.9 | 10.7 | 15.2 | 0 | 0 | 10 | 0 | 0 | 11.2 | 26.1 | 12.1 | 0 | 16.5 | 0 | 0 | 10 | 7.7 | |
| Mask R-CNN2018.12 | 0 | 10.7 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 10.8 | 11.4 | 10.8 | 18.8 | 13.5 | 0 | 11.5 | 0 | 0 | 0 | 10.7 | 4.3 |