Point cloud segmentation
0.2B • UpdatedNote ScanNet (20 classes) - mIoU 78.59
torch-pointcloud/dgcnn.s3dis-area1.an-tao
990k • UpdatedNote S3DIS (Area 1) - mIoU 69.19
torch-pointcloud/dgcnn.s3dis-area2.an-tao
990k • UpdatedNote S3DIS (Area 2) - mIoU 43.5
torch-pointcloud/dgcnn.s3dis-area3.an-tao
990k • UpdatedNote S3DIS (Area 3) - mIoU 68.73
torch-pointcloud/dgcnn.s3dis-area4.an-tao
990k • UpdatedNote S3DIS (Area 4) - mIoU 50.68
torch-pointcloud/dgcnn.s3dis-area5.an-tao
990k • UpdatedNote S3DIS (Area 5) - mIoU 50.3
torch-pointcloud/dgcnn.s3dis-area6.an-tao
990k • UpdatedNote S3DIS (Area 6) - mIoU 75.6
torch-pointcloud/dgcnn.scannet20.an-tao
992k • UpdatedNote ScanNet (20 classes) - mIoU 53.06
torch-pointcloud/dgcnn.shapenetpart.an-tao
1.47M • UpdatedNote ShapeNetPart - ins_mIoU 85.23, cls_mIoU 80.92
torch-pointcloud/kpfcnn-base-deform.s3dis.hugues-thomas
25.9M • UpdatedNote S3DIS (6-fold) - mIoU 67.02
torch-pointcloud/kpfcnn-base-sm-deform.s3dis.hugues-thomas
25.6M • UpdatedNote S3DIS (6-fold) - mIoU 66.12
torch-pointcloud/kpfcnn-base-sm.s3dis.hugues-thomas
23.9M • UpdatedNote S3DIS (6-fold) - mIoU 65.39
torch-pointcloud/kpfcnn-base.s3dis.hugues-thomas
24.4M • UpdatedNote S3DIS (6-fold) - mIoU 66.44
torch-pointcloud/octformer-base.scannet20.octree-nn
44.1M • UpdatedNote ScanNet (20 classes) - mIoU 74.78
torch-pointcloud/octformer-base.scannet200.octree-nn
44.1M • UpdatedNote ScanNet200 - mIoU 31.71
torch-pointcloud/point-m2ae-base.shapenetpart.renrui-zhang
25.5M • UpdatedNote ShapeNetPart - ins_mIoU 86.17, cls_mIoU 84.6
torch-pointcloud/point-mae-base.shapenetpart.yatian-pang
27.1M • UpdatedNote ShapeNetPart - ins_mIoU 86.05, cls_mIoU 84.12
torch-pointcloud/pointnet2.s3dis-area1.openpoints
976k • UpdatedNote S3DIS (Area 1) - mIoU 74.96
torch-pointcloud/pointnet2.s3dis-area2.openpoints
976k • UpdatedNote S3DIS (Area 2) - mIoU 48.22
torch-pointcloud/pointnet2.s3dis-area3.openpoints
976k • UpdatedNote S3DIS (Area 3) - mIoU 76.31
torch-pointcloud/pointnet2.s3dis-area4.openpoints
976k • UpdatedNote S3DIS (Area 4) - mIoU 59.96
torch-pointcloud/pointnet2.s3dis-area5.openpoints
976k • UpdatedNote S3DIS (Area 5) - mIoU 63.66
torch-pointcloud/pointnet2.s3dis-area5.xu-yan
976k • UpdatedNote S3DIS (Area 5) - mIoU 54.28
torch-pointcloud/pointnet2.s3dis-area6.openpoints
976k • UpdatedNote S3DIS (Area 6) - mIoU 82.45
torch-pointcloud/pointnext-base.s3dis-area1.openpoints
3.85M • UpdatedNote S3DIS (Area 1) - mIoU 77.78
torch-pointcloud/pointnext-base.s3dis-area2.openpoints
3.85M • UpdatedNote S3DIS (Area 2) - mIoU 58.61
torch-pointcloud/pointnext-base.s3dis-area3.openpoints
3.85M • UpdatedNote S3DIS (Area 3) - mIoU 84.02
torch-pointcloud/pointnext-base.s3dis-area4.openpoints
3.85M • UpdatedNote S3DIS (Area 4) - mIoU 62.61
torch-pointcloud/pointnext-base.s3dis-area5.openpoints
3.85M • UpdatedNote S3DIS (Area 5) - mIoU 67.55
torch-pointcloud/pointnext-base.s3dis-area6.openpoints
3.85M • UpdatedNote S3DIS (Area 6) - mIoU 84.64
torch-pointcloud/pointnext-lg.s3dis-area1.openpoints
7.17M • UpdatedNote S3DIS (Area 1) - mIoU 78.96
torch-pointcloud/pointnext-lg.s3dis-area2.openpoints
7.17M • UpdatedNote S3DIS (Area 2) - mIoU 61.69
torch-pointcloud/pointnext-lg.s3dis-area3.openpoints
7.17M • UpdatedNote S3DIS (Area 3) - mIoU 84.06
torch-pointcloud/pointnext-lg.s3dis-area4.openpoints
7.17M • UpdatedNote S3DIS (Area 4) - mIoU 65.08
torch-pointcloud/pointnext-lg.s3dis-area5.openpoints
7.17M • UpdatedNote S3DIS (Area 5) - mIoU 69.29
torch-pointcloud/pointnext-lg.s3dis-area6.openpoints
7.17M • UpdatedNote S3DIS (Area 6) - mIoU 85.94
torch-pointcloud/pointnext-sm-c160.shapenetpart.openpoints
22.5M • UpdatedNote ShapeNetPart - ins_mIoU 87.11, cls_mIoU 85.25
torch-pointcloud/pointnext-sm-c64.shapenetpart.openpoints
3.74M • UpdatedNote ShapeNetPart - ins_mIoU 86.93, cls_mIoU 85.24
torch-pointcloud/pointnext-sm.s3dis-area1.openpoints
800k • UpdatedNote S3DIS (Area 1) - mIoU 74.51
torch-pointcloud/pointnext-sm.s3dis-area2.openpoints
800k • UpdatedNote S3DIS (Area 2) - mIoU 47.58
torch-pointcloud/pointnext-sm.s3dis-area3.openpoints
800k • UpdatedNote S3DIS (Area 3) - mIoU 75.91
torch-pointcloud/pointnext-sm.s3dis-area4.openpoints
800k • UpdatedNote S3DIS (Area 4) - mIoU 59.85
torch-pointcloud/pointnext-sm.s3dis-area5.openpoints
800k • UpdatedNote S3DIS (Area 5) - mIoU 64.28
torch-pointcloud/pointnext-sm.s3dis-area6.openpoints
800k • UpdatedNote S3DIS (Area 6) - mIoU 83.22
torch-pointcloud/pointnext-sm.shapenetpart.openpoints
991k • UpdatedNote ShapeNetPart - ins_mIoU 86.88, cls_mIoU 84.48
torch-pointcloud/pointnext-xl.s3dis-area1.openpoints
41.7M • UpdatedNote S3DIS (Area 1) - mIoU 79.56
torch-pointcloud/pointnext-xl.s3dis-area2.openpoints
41.7M • UpdatedNote S3DIS (Area 2) - mIoU 63.17
torch-pointcloud/pointnext-xl.s3dis-area3.openpoints
41.7M • UpdatedNote S3DIS (Area 3) - mIoU 84.88
torch-pointcloud/pointnext-xl.s3dis-area4.openpoints
41.7M • UpdatedNote S3DIS (Area 4) - mIoU 64.8
torch-pointcloud/pointnext-xl.s3dis-area5.openpoints
41.7M • UpdatedNote S3DIS (Area 5) - mIoU 71.2
torch-pointcloud/ptv3-base.s3dis-area5.pointcept
46.2M • UpdatedNote S3DIS (Area 5) - mIoU 32.06
torch-pointcloud/ptv3-base.scannet20.pointcept
46.2M • UpdatedNote ScanNet (20 classes) - mIoU 76.29
torch-pointcloud/ptv3-base.scannet200.pointcept
46.2M • UpdatedNote ScanNet200 - mIoU 33.42
torch-pointcloud/pvcnn.s3dis-area5.mit-han-lab
2.58M • UpdatedNote S3DIS (Area 5) - mIoU 57.54
torch-pointcloud/randlanet.semantickitti.tsung-han-wu
1.25M • UpdatedNote SemanticKITTI - mIoU 55.44
torch-pointcloud/sonata-lp.scannet20.fair
0.1B • UpdatedNote ScanNet (20 classes) - mIoU 72.6
torch-pointcloud/spunet-v1m1.scannet20.pointcept
39.2M • UpdatedNote ScanNet (20 classes) - mIoU 71.81
torch-pointcloud/spvcnn-119gmacs.semantickitti.mit-han-lab
21.8M • UpdatedNote SemanticKITTI - mIoU 63.74
torch-pointcloud/spvcnn-30gmacs.semantickitti.mit-han-lab
5.46M • UpdatedNote SemanticKITTI - mIoU 60.7
torch-pointcloud/spvcnn-47gmacs.semantickitti.mit-han-lab
8.8M • UpdatedNote SemanticKITTI - mIoU 61.59
torch-pointcloud/utonia-lp.scannet20.pointcept
0.1B • UpdatedNote ScanNet (20 classes) - mIoU 77.7