📊 Showing 6 results | 📏 Metric: mIoU (Area-5)
| Rank | Model | Paper | mIoU (Area-5) | Date | Code |
|---|---|---|---|---|---|
| 1 | Superpoint Transformer | Efficient 3D Semantic Segmentation with Superpoint Transformer | 76.00 | 2023-06-13 | 📦 drprojects/superpoint_transformer |
| 2 | OneFormer3D | OneFormer3D: One Transformer for Unified Point Cloud Segmentation | 75.00 | 2023-11-24 | 📦 oneformer3d/oneformer3d |
| 3 | PointNext | PointNeXt: Revisiting PointNet++ with Improved Training and Scaling Strategies | 74.90 | 2022-06-09 | 📦 guochengqian/pointnext 📦 linhaojia13/pointmetabase 📦 boyden/pointtransformerfl |
| 4 | PointTransformer | Point Transformer | 73.50 | 2020-12-16 | 📦 Pointcept/Pointcept 📦 isl-org/Open3D-ML 📦 qq456cvb/Point-Transformers |
| 5 | PointTransformerV2 | Point Transformer V2: Grouped Vector Attention and Partition-based Pooling | 71.60 | 2022-10-11 | 📦 Pointcept/Pointcept 📦 Pointcept/PointTransformerV2 |
| 6 | PVCNN++ | Point-Voxel CNN for Efficient 3D Deep Learning | 58.98 | 2019-07-08 | 📦 isl-org/Open3D-ML 📦 mit-han-lab/pvcnn 📦 zghera/voxel-tf-ops 📦 zghera/pvcnn-tf |