no code implementations • 16 Aug 2023 • Jialin Guo, Zhenyu Wu, ZhiQiang Zhan, Yang Ji
Moreover, we noticed that the traditional calibration evaluation metric, Excepted Calibration Error (ECE), gives a higher weight to low-confidence samples in the minority classes, which leads to inaccurate evaluation of model calibration.