Point-BERT - a torch-pointcloud Collection

torch-pointcloud 's Collections

Self-supervised pretraining

Point cloud segmentation

Point cloud object detection

Point cloud classification

Point Transformer V3

Point-BERT

updated 7 days ago

torch-pointcloud/point-bert-base.dvae.xumin-yu

27.6M • Updated 6 days ago

Note ShapeNet-55
torch-pointcloud/point-bert-base.pretrain.xumin-yu

25.5M • Updated 6 days ago

Note ShapeNet-55
torch-pointcloud/point-bert-base.modelnet40-4k.xumin-yu

22.1M • Updated 6 days ago

Note ModelNet40 - OA 92.99, mAcc 89.69
torch-pointcloud/point-bert-base.modelnet40-8k.xumin-yu

22.1M • Updated 6 days ago

Note ModelNet40 - OA 93.07, mAcc 89.92
torch-pointcloud/point-bert-base.modelnet40.xumin-yu

22.1M • Updated 6 days ago

Note ModelNet40 - OA 92.63, mAcc 89.56
torch-pointcloud/point-bert-base.scanobjectnn-hardest.xumin-yu

22.1M • Updated 6 days ago

Note ScanObjectNN (PB_T50_RS) - OA 83.07, mAcc 79.33
torch-pointcloud/point-bert-base.scanobjectnn-objbg.xumin-yu

22.1M • Updated 6 days ago

Note ScanObjectNN (OBJ_BG) - OA 87.44, mAcc 84.01
torch-pointcloud/point-bert-base.scanobjectnn-objonly.xumin-yu

22.1M • Updated 6 days ago

Note ScanObjectNN (OBJ_ONLY) - OA 88.12, mAcc 85.93