3D Semantic Segmentation
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
78.6mIoU
230
Jun 25, 2026
79.4mIoU
144
Apr 7, 2026
78.2mIoU
117
May 21, 2026
3,390mIoU
110
Feb 26, 2026
73.15mIoU
80
Jul 1, 2026
69.7mIoU
75
May 19, 2026
97.8mAcc
72
Feb 26, 2026
54.983D mIoU
61
Jul 1, 2026
65.3mIoU
57
Jun 15, 2026
84.6mIoU
56
May 11, 2026
99.2Bed
55
Jul 3, 2026
81.5mIoU
55
May 12, 2026
62.4mIoU (20 classes)
42
Jun 15, 2026
76mIoU
41
Apr 7, 2026
67.63mIoU (S0)
40
Feb 26, 2026
80.6mIoU
38
Apr 10, 2026
74.1mIoU
35
Jul 7, 2026
69.8mIoU 3D
34
Feb 26, 2026
72.2mIoU (%)
32
Feb 27, 2026
51.9mIoU
32
Mar 30, 2026
54.12mIoU
31
Mar 4, 2026
54.83mIoU (1% bins)
30
Jun 19, 2026
23.9mIoU
28
Jul 7, 2026
76.8mIoU
27
Apr 8, 2026
72.2mIoU
27
Apr 14, 2026