OpenMaskDINO3D reports state-of-the-art 3D reasoning segmentation with a LISA-style SEG token and object identifiers, but uses Mask3D pseudo-labels as ground truth and lacks released code.
Image Token Acc@0.25 Acc@0.50 mIoU ✗ 51.4 35.5 36.7 ✓ 55.1 40.2 40.3 (b) 2D Features for Segmentation
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OpenMaskDINO3D : Reasoning 3D Segmentation via Large Language Model
OpenMaskDINO3D reports state-of-the-art 3D reasoning segmentation with a LISA-style SEG token and object identifiers, but uses Mask3D pseudo-labels as ground truth and lacks released code.