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README.md
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---
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# TableVerse-100K: A Large-Scale Tabletop Dataset with Real-World Grounded Layouts for Generalizable Manipulation
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[](https://creativecommons.org/licenses/by/4.0/)
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[](https://github.com/google-deepmind/mujoco)
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[](https://huggingface.co/)
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TableVerse-100K is an unprecedented, massive-scale Real2Sim tabletop dataset constructed directly from unstructured, in-the-wild single internet frames. By replacing traditional probabilistic hallucinations with a deterministic perception-to-physics workflow (featuring Layout-Consistent Collision Rectification, LCCR), TableVerse bridges the reality gap to deliver physically consistent, simulation-ready digital twins.
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The dataset comprises **100K unique tabletop environments**, nearly **1M distinct object instances** spanning over **35K semantic categories**, completely annotated with multi-dimensional physical properties and paired with continuous, collision-free expert manipulation trajectories.
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> ⚠️ **Data Limitation & Disclaimer:** Please note that because TableVerse-100K is generated through a fully automated, end-to-end Real-to-Sim pipeline to achieve unprecedented scale, the dataset is inherently not perfect and contains geometric artifacts or semantic misalignments in some long-tail scenarios.
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## 📁 Repository Structure
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```text
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TableVerse/
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├── textures/
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├── scenes/
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│ ├── <scene_uid>/
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│ │ ├── assets/
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│ │ ├── textures/
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│ │ ├── scene.glb
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│ │ ├── scene.xml
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│ │ ├── scene_with_plane.xml
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│ │ └── relabel_name.json
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│ └── ...
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