OoD-Bench: Quantifying and Understanding Two Dimensions of Out-of-Distribution Generalization

Nanyang Ye, Kaican Li, Haoyue Bai +5

Deep learning has achieved tremendous success with independent and identically distributed (i.i.d.) data. However, the performance of neural networks often degenerates drastically…