OctFormer - a torch-pointcloud Collection

torch-pointcloud 's Collections

Self-supervised pretraining

Point cloud segmentation

Point cloud object detection

Point cloud classification

Point Transformer V3

OctFormer

updated 10 days ago

torch-pointcloud/octformer-base.modelnet40.octree-nn

3.98M • Updated 8 days ago

Note ModelNet40 - OA 92.02, mAcc 89.79
torch-pointcloud/octformer-base.scannet20.octree-nn

44.1M • Updated 8 days ago

Note ScanNet (20 classes) - mIoU 74.78, OA 90.9
torch-pointcloud/octformer-base.scannet200.octree-nn

44.1M • Updated 8 days ago

Note ScanNet200 - mIoU 31.71, OA 82