Eval Factsheets: A Structured Framework for Documenting AI Evaluations

Florian Bordes, Candace Ross, Justine T Kao +2

The rapid proliferation of benchmarks has created significant challenges in reproducibility, transparency, and informed decision-making. However, unlike datasets and models -- whic…