Beyond Aggregate Accuracy: A Structured Protocol for Evaluating AI Robustness and Generalization
Member 1 · Member 5 / Metademic Methods Note — Sample
This sample entry shows how an AI methods paper can present evaluation beyond a single performance score. The illustrative protocol organizes testing around distribution shift, failure analysis, calibration, reproducibility, and transparent reporting of limitations.