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LiDAR Semantic Segmentation on nuScenes (1%)

63.1mIoUCoLLiS
37.30844.00450.757.396Jun 30, 2022Feb 21, 2023Oct 15, 2023Jun 7, 2024Jan 29, 2025Sep 22, 2025May 16, 2026

Evaluation results

MethodLinks
CoLLiSRepresentation=Voxel2026.0563.1
AIScene2026.0560.2
DDSemi2026.0558.1
LaserMixRepr.=Voxel2022.0655.3
CBSTRepr.=Voxel2022.0653
CPSRepr.=Voxel2022.0652.9
MeanTeacherRepr.=Voxel2022.0651.6
Sup.-onlyRepr.=Voxel2022.0650.9
LaserMixRepr.=Range View2022.0649.5
CutMix-SegRepr.=Range View2022.0643.8
MeanTeacherRepr.=Range View2022.0642.1
CBSTRepr.=Range View2022.0640.9
CPSRepr.=Range View2022.0640.7
Sup.-onlyRepr.=Range View2022.0638.3