S3DIS
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
S3DIS (Area 6)
87.4mIoU
5
S3DIS (Area 4)
74.1mIoU
5
S3DIS (Area 3)
87.1mIoU
5
S3DIS (Area 1)
84.1mIoU
5
S3DIS furniture subclass (Building 5)
73.69AP (Table)
4
S3DIS (Area-5)
31Mean MF (ODS)
3
S3DIS Stanford Area 5 (test)
74.4AP (Ceiling)
3
S3DIS (5-th fold)
48.7mCov
3
S3DIS 1.0 (test)
59.29mIoU
3
S3DIS 1.0 (test)
78.45AP@0.25
3
S3DIS ScanNet B10 N9 partition
38.8mAP50
2
S3DIS ScanNet B10 N9 partition
48.1mIoU
2
S3DIS ScanNet B12 N7 partition
38.3mIoU
2
S3DIS (6-fold cross-validation)
68.5PQ
2
S3DIS ScanNet B12/N7 partition (test)
35.1mAP50
2
S3DIS ScanNet B15 N4 partition (test)
40.7mAP@0.50
2
S3DIS ScanNet B15 N4 partition (test)
48.5mIoU
2
S3DIS ScanNet B19 N0 partition (test)
43.6mAP@0.50
2
S3DIS ScanNet B19/N0 partition (test)
50.2mIoU
2
S3DIS 1 (Area 5)
6.8NOC (IoU=0.80)
2
S3DIS (Area 5)
0.441MABO
2
S3DIS Area-5 (val)
62.2PQ
1
S3DIS 2 (Area 5)
—mIoU
0
S3DIS 6-fold cross-validation (B6/N6)
—hIoU
0
S3DIS 6-fold cross-validation (B8 N4)
—hIoU
0