From: Segmentation of structural parts of rosebush plants with 3D point-based deep learning methods
 | Learning rate | Batch | Decay step/rate | Weight decay |
---|---|---|---|---|
PointNet | 0.001 | 48 | 30000/0.8 | 0.005 |
PointNet++ | 0.005 | 12 | 200000/0.7 | None |
DGCNN | 0.005 | 12 | 200000/0.5 | None |
PointCNN | 0.005 | 8 | 10000/0.8 | 1e-8 |
ShellNet | 0.005 | 12 | 5000/0.8 | 1e-8 |
RIConv | 0.005 | 12 | 10000/0.8 | 1e-6 |