Exposing Blind Spots in Deep Imbalanced Regression Evaluation.

arXiv:2609.25152v1 Announce Type: cross Abstract: Deep Imbalanced Regression (DIR) addresses a common failure mode of regression models: target distributions are highly non-uniform, causing models to perform best in densely populated target regions even when r