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  "description": "A benchmark support dataset and Python API for preparing single-thread Rodinia and PARSEC program work directories, materializing explicit input sets, producing build/run plans, and comparing semantic outputs from reference and candidate executions.",
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  "codeRepository": "https://huggingface.co/datasets/Spedoske/escalate-bench",
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  "datePublished": "2026-05-07",
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      ]
    }
  ],
  "rai:dataCollection": "The dataset packages benchmark sources, curated benchmark input manifests, input payloads, and a Python support API. Inputs are either included files, deterministic generators, or benchmarks that require no file input.",
  "rai:dataCollectionType": [
    "Secondary Data Analysis",
    "Manual Human Curation",
    "Software Collection"
  ],
  "rai:dataCollectionRawData": "The benchmark programs and many inputs derive from Rodinia and PARSEC benchmark suites. Generated inputs are produced by deterministic generator scripts included in the archive.",
  "rai:dataUseCases": [
    "Evaluate candidate program modifications against reference semantic outputs.",
    "Prepare reproducible single-thread benchmark work directories for systems and software-engineering experiments."
  ],
  "rai:dataLimitations": "The benchmark suite is not a representative sample of all systems workloads. It focuses on selected single-thread CPU benchmark programs and semantic output checks rather than performance measurements.",
  "rai:dataBiases": "The task mix is biased toward Rodinia and PARSEC workloads and toward programs with explicit semantic outputs.",
  "rai:personalSensitiveInformation": "The benchmark API and numeric/scientific inputs are not intended to contain personal or sensitive information. Some upstream image/video benchmark inputs may depict generic people or scenes inherited from source benchmark suites."
}