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+ ---
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+ language: en
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+ tags:
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+ - robotics
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+ - grasping
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+ - dual-arm
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+ - SE(3) x SE(3)
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+ - point-cloud
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+ - physics
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+ - dual-arm grasping
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+
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+ license: apache-2.0
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+ datasets:
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+ - dg16m-grasps
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+ size_categories:
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+ - 10K<n<100K
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+ ---
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+
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+ This is the dataset used in the paper, "<a href="https://arxiv.org/pdf/2509.21145">DAGDiff: Guiding Dual-Arm Grasp Diffusion to Stable and Collision-Free Grasps</a>".
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+
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+ <a href="https://dag-diff.github.io/dagdiff/">[Project Page]</a> <span> <a href="https://arxiv.org/abs/2509.21145">[arXiv]</a> <span> <a href="https://github.com/DAG-Diff/dual-arm-grasp-diffusion">[Github]</a>
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+
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+ Each object in the dataset includes:
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+ - 3D mesh representations of the object
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+ - Signed distance field (SDF) data
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+ - Dual-arm grasp annotations (both positive and negative examples)
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+ - Split files for training and evaluation (e.g., `train_final.txt`, `test_final.txt`)
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+
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+ ## Dataset Structure
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+
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+ ```
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+ dagdiff-dataset
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+ ├── train_final.txt
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+ ├── test_final.txt
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+ |
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+ ├── grasps/
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+ │ ├── 554fa306799d623af7248d9dbed7a7b8.h5
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+ │ ├── c2ad96f56ec726d270a43c2d978e502e.h5
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+ │ ├── ....
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+ |
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+ ├── meshes/
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+ │ ├── 554fa306799d623af7248d9dbed7a7b8.obj
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+ │ ├── c2ad96f56ec726d270a43c2d978e502e.obj
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+ │ ├── ....
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+ |
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+ └── sdf/
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+ ├── 554fa306799d623af7248d9dbed7a7b8.h5
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+ ├── c2ad96f56ec726d270a43c2d978e502e.h5
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+ └── ....
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+ ```