interesting article, for calibration it is better to use conformal prediction as Platt’s scaler and isotonic regression don’t have calibration guarantees and can make calibration even worse.

For tabular data Venn-ABERs is great https://medium.com/@valeman/how-to-calibrate-your-classifier-in-an-intelligent-way-a996a2faf718