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Open-vocabulary semantic segmentation on SemanticKITTI (val)

34.3mIoUIGLOSS
7.05214.12621.228.274Apr 1, 2026

Evaluation results

MethodLinks
IGLOSSOpen Vocabulary Status=fully OV, Input Modality=3D points only, VFM Ensembling=No2026.0434.3
SALOpen Vocabulary Status=fully OV, Input Modality=3D points only, VFM Ensembling=No2026.0428.7
MaskCLIP→3DOpen Vocabulary Status=fully OV, Input Modality=Includes images, VFM Ensembling=No2026.048.1