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Benchmarks
LiDAR Semantic Segmentation on SemanticKITTI (1%)
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61.5
mIoU
CoLLiS
35.188
42.019
48.85
55.681
Jun 30, 2022
Feb 21, 2023
Oct 15, 2023
Jun 7, 2024
Jan 29, 2025
Sep 22, 2025
May 16, 2026
mIoU
Updated 15d ago
Evaluation Results
Method
Method
Links
mIoU
CoLLiS
Representation=Voxel
2026.05
61.5
AIScene
2026.05
61.2
DDSemi
Reference=Li & Dong, 2024
2026.05
59.3
Lim3D
2026.05
58.4
GPC
2026.05
54.1
LaserMix
Repr.=Voxel
2022.06
50.6
CBST
Repr.=Voxel
2022.06
48.8
CPS
Repr.=Voxel
2022.06
46.7
Sup.-only
Repr.=Voxel
2022.06
45.4
MeanTeacher
Repr.=Voxel
2022.06
45.4
LaserMix
Repr.=Range View
2022.06
43.4
CBST
Repr.=Range View
2022.06
39.9
MeanTeacher
Repr.=Range View
2022.06
37.5
CutMix-Seg
Repr.=Range View
2022.06
37.4
CPS
Repr.=Range View
2022.06
36.5
Sup.-only
Repr.=Range View
2022.06
36.2
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