{ "@context": { "@language": "en", "@vocab": "https://schema.org/", "citeAs": "cr:citeAs", "column": "cr:column", "conformsTo": "dct:conformsTo", "cr": "http://mlcommons.org/croissant/", "rai": "http://mlcommons.org/croissant/RAI/", "data": { "@id": "cr:data", "@type": "@json" }, "dataType": { "@id": "cr:dataType", "@type": "@vocab" }, "dct": "http://purl.org/dc/terms/", "examples": { "@id": "cr:examples", "@type": "@json" }, "equivalentProperty": "cr:equivalentProperty", "extract": "cr:extract", "field": "cr:field", "fileProperty": "cr:fileProperty", "fileObject": "cr:fileObject", "fileSet": "cr:fileSet", "format": "cr:format", "includes": "cr:includes", "isLiveDataset": "cr:isLiveDataset", "jsonPath": "cr:jsonPath", "key": "cr:key", "md5": "cr:md5", "parentField": "cr:parentField", "path": "cr:path", "recordSet": "cr:recordSet", "references": "cr:references", "regex": "cr:regex", "repeated": "cr:repeated", "replace": "cr:replace", "samplingRate": "cr:samplingRate", "sc": "https://schema.org/", "separator": "cr:separator", "source": "cr:source", "subField": "cr:subField", "transform": "cr:transform" }, "@type": "sc:Dataset", "name": "chamber-bench-partner-sets", "description": "The versioned CHAMBER-Bench v1.0 partner zoo: machine-readable rosters for every committed partner-set version (public members with committed parameter literals; private members with identity hashes only), rendered partner cards, per-set behavioural fingerprints, and the public learned members' checkpoint files. Partners are the frozen black-box teammates a benchmarked method is evaluated against.", "conformsTo": "http://mlcommons.org/croissant/1.0", "license": "https://www.apache.org/licenses/LICENSE-2.0", "url": "https://huggingface.co/datasets/fsafaei/chamber-bench-partner-sets", "version": "1.0.0", "citeAs": "Safaei, F. (2026). CONCERTO and CHAMBER: Contact-rich Coordination with Opaque, Heterogeneous Teammates. Zenodo. https://doi.org/10.5281/zenodo.20128468", "creator": { "@type": "sc:Person", "name": "Farhad Safaei", "email": "cooperative.physical.ai@gmail.com" }, "datePublished": "2026-07-06", "rai:dataCollection": "Every record was generated in simulation (ManiSkill v3 / SAPIEN, plus one CPU diagnostic task) by the evaluation tooling committed in the fsafaei/concerto repository, under preregistered specifications locked with signed git tags before the runs. Each result bundle records the producing command, git commit, dependency-lock hash, platform fingerprint, and seed schedule, and passes the chamber-eval verify integrity and recomputation checks.", "rai:dataCollectionType": "Machine Generated", "rai:personalSensitiveInformation": "None. The data contains no people, no personal data, no customer or workplace data; every byte is simulator or tooling output.", "rai:dataLimitations": "Simulation only (no real-robot data); exactly two agents per task; only the embodiments named in the task cards; measured heterogeneity effects on co-carry are null so far, so the data supports ad-hoc-teamwork competence claims, not heterogeneity-robustness claims; no vision-based partners in v1.0.", "rai:dataBiases": "The zoo covers scripted impedance controllers, scripted presenters, and frozen jointly-trained policies on the listed tasks only; it does not represent human teammates or vision-based policies. Private members' parameters are deliberately withheld (published as SHA-256 identity hashes) so an unseen evaluation split stays meaningful.", "rai:dataUseCases": "Instantiating the exact public partners behind a leaderboard row; evaluating new methods against the public split; auditing partner identity via hashes and fingerprints.", "distribution": [ { "@type": "cr:FileObject", "@id": "repo", "name": "repo", "description": "The Hugging Face dataset repository hosting this artifact.", "contentUrl": "https://huggingface.co/datasets/fsafaei/chamber-bench-partner-sets", "encodingFormat": "git+https", "sha256": "main" }, { "@type": "cr:FileObject", "@id": "manifest.json", "name": "manifest.json", "description": "File list with byte sizes and SHA-256 digests for every payload file.", "containedIn": { "@id": "repo" }, "contentUrl": "manifest.json", "encodingFormat": "application/json" }, { "@type": "cr:FileObject", "@id": "SHA256SUMS.txt", "name": "SHA256SUMS.txt", "description": "sha256sum -c checkable digest list covering every file including manifest.json.", "containedIn": { "@id": "repo" }, "contentUrl": "SHA256SUMS.txt", "encodingFormat": "text/plain" }, { "@type": "cr:FileObject", "@id": "README.md", "name": "README.md", "description": "The human-readable dataset card (plain language, licence, provenance, intended use, limitations).", "containedIn": { "@id": "repo" }, "contentUrl": "README.md", "encodingFormat": "text/markdown" }, { "@type": "cr:FileSet", "@id": "rosters", "name": "rosters", "description": "One JSON roster per partner-set version (set metadata, member construction boxes, split labels, identity hashes; public parameter literals).", "containedIn": { "@id": "repo" }, "encodingFormat": "application/json", "includes": "sets/*.json" }, { "@type": "cr:FileSet", "@id": "cards", "name": "cards", "description": "Rendered per-member and per-set partner cards.", "containedIn": { "@id": "repo" }, "encodingFormat": "text/markdown", "includes": "cards/**/*.md" }, { "@type": "cr:FileSet", "@id": "fingerprints", "name": "fingerprints", "description": "Per-set behavioural fingerprint summaries rendered from the committed probe archives.", "containedIn": { "@id": "repo" }, "encodingFormat": "application/json", "includes": "fingerprints/*.json" }, { "@type": "cr:FileSet", "@id": "checkpoints", "name": "checkpoints", "description": "Public learned members' PyTorch checkpoints with JSON sidecars.", "containedIn": { "@id": "repo" }, "encodingFormat": "application/octet-stream", "includes": "checkpoints/*" } ] }