ML Research Wiki / Benchmarks / Semantic Segmentation / ShapeNet

ShapeNet

Semantic Segmentation Benchmark

Performance Over Time

📊 Showing 4 results | 📏 Metric: Mean IoU

Top Performing Models

Rank Model Paper Mean IoU Date Code
1 PatchFormer PatchFormer: An Efficient Point Transformer with Patch Attention 0.00 2021-10-30 -
2 SGPN SGPN: Similarity Group Proposal Network for 3D Point Cloud Instance Segmentation 0.00 2017-11-23 📦 laughtervv/SGPN
3 JSNet JSNet: Joint Instance and Semantic Segmentation of 3D Point Clouds 0.00 2019-12-20 📦 dlinzhao/JSNet 📦 LaureenK/JSNet_LK
4 PointNet++ PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space 0.00 2017-06-07 📦 yanx27/Pointnet_Pointnet2_pytorch 📦 charlesq34/pointnet2 📦 facebookresearch/votenet

All Papers (4)