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Plan2Pose: Prescient Downward Refinement of Symbolic Plans over Long Horizons

Anonymous code and data release for the ICLR 2027 submission.

directory contents
code/ Plan2Pose (code/plan2pose/plan2pose_ref), the evaluation package, the ports of LINGO-Space, Diffusion-CCSP and StructDiffusion, the reference methods, and the table generator with the stored result files. Start with code/README.md: environment and one command per table.
data/ Data card, split files of every pool and evaluation set, preparation scripts, and LARGE_FILES.tsv with the size and sha256 of every release asset. Start with data/README.md.

Licences: code MIT (code/LICENSE); data and checkpoints CC BY 4.0 (data/LICENSE); the baseline ports keep their upstream licences (code/THIRD_PARTY_LICENSES/). For licensing reasons, the 2,850 replay episodes built from GraspNet-1Billion object scans are not released; their identifiers are listed in data/omitted_graspnet_episodes.txt.

The code and data were anonymised for review with the help of large language model coding agents and checked with automated scans.

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Code and data for the ICLR 2027 submission "Plan2Pose"

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