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3D Semantic Segmentation on Replica 3D

32.1mIoUOMCL
16.08420.24224.428.558Apr 12, 2026

Evaluation results

MethodLinks
OMCLLocalization=Decoupled mapping from localization, Input=Monocular2026.0432.149.656.2
MonoEM-GSLocalization=Estimated trajectory, Input=Monocular2026.0431.563.247.4
RayFrontsLocalization=Ground-truth poses2026.0427.743.4754.5
OVO/ORB-SLAM2Localization=Independent (ORB-SLAM2), Input=RGB-D2026.0427.160.239.1
ConceptGraphsLocalization=Ground-truth poses2026.0416.735.7533.7