I find them meh, but I'm generally not a big fan of mushrooms, and if you want stuff to taste of mushrooms, dried porcini are a lot cheaper.
Or you could make a recipe more fun by using chocolate truffles instead.
Most of the 'truffle oils' are synthetic (primarily 2,4-dithiapentane apparently) and haven't seen a fungus.