OpenOOD: Benchmarking Generalized Out-of-Distribution Detection Jingkang Y ang

From the problem setting perspective, OOD detection is closely related to neighboring fields including anomaly detection (AD), open set recognition (OSR), and model uncertainty, since methods developed for one domain are often applicable to each other.