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Benchmark suite evaluates physical law discovery methods using tasks of varying difficulty, suggesting systematic evaluation improvements.
PIR-Bench is an integrated, reproducible benchmark suite of 20+ physics discovery tasks across five difficulty levels, providing parameterized YAML-configured sweeps, SQLite experiment tracking, a formal Discovery Confidence Score, and automated paper-ready reporting for systematic evaluation of physical law discovery methods.
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Muhammad Hanif (2026) studied this question.
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