Point Cloud Semantic Segmentation
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
60.7mIoU
17
Feb 26, 2026
82.9mIoU
17
Feb 26, 2026
92.38mIoU
9
Apr 14, 2026
71.8mIoU
9
Apr 14, 2026
70.8mIoU (%)
9
Apr 7, 2026
87.6AUROC
7
May 13, 2026
93.2Test Accuracy
6
Jun 26, 2026
0.589mIoU
4
Mar 4, 2026
27.2mIoU
4
Mar 4, 2026
41.3mIoU
4
Mar 4, 2026
30.9mIoU
3
Mar 9, 2026
35.8mIoU
2
Apr 23, 2026
56.5mIoU
1
Apr 23, 2026
39.8mIoU
1
Apr 23, 2026
51.1mIoU
1
Apr 23, 2026
51.4mIoU
1
Apr 23, 2026
78.2mIoU
1
Feb 26, 2026