Part Segmentation on ShapeNet 10-way 10-shot
36.81mIoUOur+PointNet
Evaluation results
| Method | Links | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Our+PointNetWay=10-way, Shot=10-shot, Points per cloud=20482020.09 | 36.81 | 24.59 | 53.68 | 42.5 | 14.15 | 42.33 | 44.75 | 26.92 | 51.16 | 38.4 | 39.27 | 15.82 | 43.66 | 31.03 | 31.58 | 39.56 | 49.58 | |
| Our+DGCNNWay=10-way, Shot=10-shot, Points per cloud=20482020.09 | 34.68 | 31.55 | 44.25 | 31.61 | 15.7 | 49.67 | 36.43 | 29.93 | 58.65 | 25.5 | 44.43 | 17.53 | 32.69 | 37.19 | 32.11 | 30.49 | 37.22 | |
| PointNetWay=10-way, Shot=10-shot, Points per cloud=20482020.09 | 27.23 | 17.22 | 38.13 | 33.9 | 9.93 | 27.6 | 35.84 | 11.26 | 29.57 | 42.63 | 27.88 | 14 | 31.2 | 19.33 | 20.5 | 34.67 | 41.78 | |
| PointNet++Way=10-way, Shot=10-shot, Points per cloud=20482020.09 | 26.43 | 16.31 | 33.08 | 32.05 | 7.16 | 30.83 | 34 | 12.22 | 29.81 | 39.09 | 28.73 | 12.66 | 30.33 | 17.8 | 21.44 | 35.76 | 41.66 | |
| PointCNNWay=10-way, Shot=10-shot, Points per cloud=20482020.09 | 25.75 | 17.3 | 34.52 | 31 | 4.84 | 25.79 | 33.85 | 11.88 | 32.82 | 30.63 | 32.85 | 9.33 | 38.98 | 21.77 | 20.69 | 29.4 | 36.35 | |
| DGCNNWay=10-way, Shot=10-shot, Points per cloud=20482020.09 | 25.58 | 17.7 | 33.28 | 31.08 | 6.47 | 27.81 | 34.42 | 11.11 | 30.41 | 42.31 | 26.52 | 13.17 | 26.72 | 17.74 | 24.08 | 26.4 | 40.09 | |
| VoxelSSLWay=10-way, Shot=10-shot, Points per cloud=20482020.09 | 25.33 | 13.51 | 32.42 | 26.9 | 8.72 | 28 | 39.13 | 8.66 | 29.08 | 38.28 | 27.38 | 12.7 | 30.65 | 18.8 | 24.02 | 27.09 | 39.98 |