Artificial Intelligence, Technology, Conference, Iclr 2020, Neural Networks.
and Swersky, K. (2019). Your Classifier is Secretly an Energy-Based Model and You Should Treat It Like One. ICLR. It can be seen that, for a baseline network, there is no clear relationship between the confidence and the accuracy, and as we have explained many times, the ECE is also quite high.