Are Domain Generalization Benchmarks with Accuracy on the Line Misspecified?

Olawale Salaudeen, Nicole Chiou, Shiny Weng +1

Spurious correlations, unstable statistical shortcuts a model can exploit, are expected to degrade performance out-of-distribution (OOD). However, across many popular OOD generaliz…