What is evaluation under distributionally robust optimization (DRO)?

DRO evaluates worst-case performance under distribution shifts.

Distributionally robust evaluation tests model performance under worst-case perturbations within a defined uncertainty set. Instead of average performance, it focuses on worst-case risk, making it critical for safety-critical systems.