Effective Robustness against Natural Distribution Shifts for Models with Different Training Data

Zhouxing Shi, Nicholas Carlini, Ananth Balashankar +4

"Effective robustness" measures the extra out-of-distribution (OOD) robustness beyond what can be predicted from the in-distribution (ID) performance. Existing effective robustness…