Semantic Segmentation On Shapenet
Metrics
Mean IoU
Results
Performance results of various models on this benchmark
Model Name | Mean IoU | Paper Title | Repository |
|---|---|---|---|
| PointNet++ | 84.6% | PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space | |
| PatchFormer | 86.5% | PatchFormer: An Efficient Point Transformer with Patch Attention | - |
| SGPN | 85.8% | SGPN: Similarity Group Proposal Network for 3D Point Cloud Instance Segmentation | |
| JSNet | 85.8% | JSNet: Joint Instance and Semantic Segmentation of 3D Point Clouds | |
| Point-PlaneNet | 85.1 | Point-PlaneNet: Plane kernel based convolutional neural network for point clouds analysis |
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