A Free Knob: Decoupling Calibration and Predictive Skill in Threshold-Based Evaluation

Md Tanveer Hossain Munim, Bijoy Ahmed Saiem, Al-Amin Sany +1

Many dense-prediction benchmarks evaluate rare events by pooling prediction and target over spatial blocks, thresholding each, and scoring the contingency table. At a fixed rare op…