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Annotation-free closed-set semantic segmentation on SemanticKITTI (val)

39.4mIoUIGLOSSclo
25.15228.85132.5536.249Apr 1, 2026

Evaluation results

MethodLinks
IGLOSScloOV=✗, 3D=✓2026.0439.4
IGLOSScloOpen Vocabulary Status=not OV at test time, Input Modality=3D points only2026.0439.4
LOSCOV=✗, 3D=✓2026.0435.2
LOSCOpen Vocabulary Status=not OV at test time, Input Modality=3D points only2026.0435.2
AdaCoOV=✗, 3D=✓2026.0425.7
AdaCoOpen Vocabulary Status=not OV at test time, Input Modality=3D points only2026.0425.7