AINeutralarXiv – CS AI · 18h ago6/10
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Evaluation Cards: An Interpretive Layer for AI Evaluation Reporting
Researchers introduce Evaluation Cards, a standardized reporting framework that addresses fragmented AI evaluation practices across leaderboards and model cards. The system consolidates benchmark metadata, evaluation data, and model information into unified records with interpretive signals for reproducibility and comparability, deployed across 5,816 models and 635 benchmarks.