DR8803VLapache-2.0

MolmoSpaces Point Cloud Difference Dataset (PC-Diff)

A high-resolution, physics-grounded 3D point cloud difference dataset for spatial reasoning, object manipulation understanding, and 3D change localization in embodied environments with ~20,000 paired multi-object 3D scene diffs.

Downloads36
Episodes~20,000

Why This Matters for Physical AI

This dataset provides physics-grounded 3D scene understanding with precise SE(3) transformations and multi-object manipulation annotations, enabling training of embodied AI systems for spatial reasoning and object manipulation tasks.

Technical Profile

Modalities
point_cloudrgblanguage
Action Space
se3_transformations
Environment
simulation
Task Types
manipulationgraspingtask_planningpose_estimation3d_change_localization
Episodes
~20,000
Data Format
npz
Annotation Types
language_instructionsse3_transformsobject_segmentationaction_labels
License
apache-2.0
Part of the MolmoSpaces family

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