3D Semantic Segmentation On Dales
評価指標
Model size
Overall Accuracy
mIoU
評価結果
このベンチマークにおける各モデルのパフォーマンス結果
比較表
| モデル名 | Model size | Overall Accuracy | mIoU |
|---|---|---|---|
| efficient-3d-semantic-segmentation-with-1 | 212K | 97.5 | 79.6 |
| pointcnn-convolution-on-x-transformed-points | N/A | 97.2 | 58.4 |
| generalizing-discrete-convolutions-for | 4.7M | 97.2 | 67.4 |
| scalable-3d-panoptic-segmentation-with | 210M | - | 77.3 |
| pointnet-deep-hierarchical-feature-learning | 3.0M | 95.7 | 68.3 |
| kpconv-flexible-and-deformable-convolution | 14M | 97.8 | 81.1 |
| large-scale-point-cloud-semantic-segmentation | 280K | 95.5 | 60.6 |
| shellnet-efficient-point-cloud-convolutional | N/A | 96.4 | 57.4 |
| mrnet-multiple-input-receptive-field-network | - | - | 79.6 |