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Evaluation Datasets: Best Practices for Ongoing Maintenance

How to Maintain evaluation datasets Over Time Benchmark scores can look steady right up until they stop meaning anything. A few quiet edits, one rushed label fix, a handful of new failure cases added without process, and now your evaluation dataset is no longer a benchmark. It is just a changing co…

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  1. 2026-11-13 06:26 · DEV Community — AI
    Evaluation Datasets: Best Practices for Ongoing Maintenance

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