There are 3 'named' quantizations of classical fidelity: Uhlmann fidelity, Holevo fidelity, and Matsumoto (geometric-mean) fidelity.
Are there any other known quantizations of classical fidelity?
Quantization <==> if the states commute, it must reduce to classical fidelity.