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Benchmarks

Benchmarks for material-centric production intelligence

Reproducible leaderboard tasks for detecting and sizing Material Value Leakage, each with a defined dataset, evaluation metric, baseline model, and submission rules. They give everyone a shared basis for comparing methods on material-value problems.

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Propose a benchmark or submit to a leaderboard

Benchmarks are open and community-governed. Propose a new task, contribute a submission, or discuss metric design with other builders.