Exposing Blind Spots in Deep Imbalanced Regression Evaluation

Noah C. Puetz, Jens U. Brandt, Marc Hilbert +3

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 popula…