Pros and cons

Pros	BD Plots	iBD plots	Shapley values	LIME	CP profiles + oscillations
Good for correlated explanatory variables
Not time-consuming for large models	X			X	-
Sum up to the instance prediction	X	X	X
Good for models including interactions		X
Helps to avoid false-positive findings			X		X
Easy to understand with large number of variables				X	X
Useful tool for sensitivity analysis					X