3D Part Instance Segmentation on SAPIEN single point cloud frames (test)
67.3mIoUMBS
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| MBSSupervision=Supervised2022.10 | 67.3 | — | — | — | — | — | 77 | |
| OGC_supSupervision=Supervised2022.10 | 66.8 | 66.1 | 48.7 | 62 | 54.6 | 71.7 | 77.1 | |
| OGC (Ours)Supervision=Unsupervised2022.10 | 60.9 | 55.6 | 50.6 | 65.1 | 65 | 65.2 | 73.4 | |
| DeepPartSupervision=Supervised2022.10 | 53 | — | — | — | — | — | 67 | |
| PointNet++Supervision=Supervised2022.10 | 51.2 | — | — | — | — | — | 65 | |
| SSCSupervision=Unsupervised Motion Segmentation2022.10 | 50.6 | 9.5 | 20.4 | 28.2 | 20.9 | 43.5 | 65.9 | |
| WardLinkageSupervision=Unsupervised2022.10 | 49.4 | 17.4 | 26.8 | 40.1 | 36.9 | 43.9 | 62.2 | |
| MeteorNetSupervision=Supervised2022.10 | 45.7 | — | — | — | — | — | 60 | |
| TrajAffnSupervision=Unsupervised Motion Segmentation2022.10 | 45.7 | 6.2 | 14.7 | 22 | 16.3 | 34 | 60.1 | |
| DBSCANSupervision=Unsupervised2022.10 | 34.2 | 6.3 | 13.4 | 20.4 | 13.9 | 37.9 | 51.4 |