Aggregation Hides Out-of-Distribution Generalization Failures from Spurious Correlations

Olawale Salaudeen, Haoran Zhang, Kumail Alhamoud +2

Benchmarks for out-of-distribution (OOD) generalization frequently show a strong positive correlation between in-distribution (ID) and OOD accuracy across models, termed "accuracy-…