📊 Showing 6 results | 📏 Metric: mIoU
| Rank | Model | Paper | mIoU | Date | Code |
|---|---|---|---|---|---|
| 1 | IGNet | 2D Feature Distillation for Weakly- and Semi-Supervised 3D Semantic Segmentation | 62.00 | 2023-11-27 | - |
| 2 | SSLSS with Cylinder3D | Scribble-Supervised LiDAR Semantic Segmentation | 61.30 | 2022-03-16 | 📦 pjlab-adg/openpcseg 📦 pjlab-adg/pcseg 📦 ouenal/scribblekitti |
| 3 | Cylinder3D | Cylindrical and Asymmetrical 3D Convolution Networks for LiDAR Segmentation | 57.00 | 2020-11-19 | 📦 xinge008/Cylinder3D 📦 L-Reichardt/Cylinder3D-updated-CUDA |
| 4 | LiM3D | Less is More: Reducing Task and Model Complexity for 3D Point Cloud Semantic Segmentation | 57.00 | 2023-03-20 | 📦 l1997i/lim3d |
| 5 | LiM3D+SDSC | Less is More: Reducing Task and Model Complexity for 3D Point Cloud Semantic Segmentation | 55.80 | 2023-03-20 | 📦 l1997i/lim3d |
| 6 | MinkowskiNet | 4D Spatio-Temporal ConvNets: Minkowski Convolutional Neural Networks | 55.00 | 2019-04-18 | 📦 NVIDIA/MinkowskiEngine 📦 StanfordVL/MinkowskiEngine 📦 Pointcept/Pointcept |