I personally have no preference regarding art style. As long as the style is “competently done” then I don’t think I’d have a problem with a game’s look.
I do think that some art styles can work better with different genres. Pixel art might work better with a retro-inspired game and hand drawn art might go well with something more narrative driven.
For me a game’s art style doesn’t affect my judgement of the game’s value. I think some people perceive pixel art to be “cheap” but when well executed it’s gorgeous and difficult to make.