Sengoku. I don't need to say anything about this mess of a game. Fantastic music and setting though. Even the ports had the crap hit detection.
Does World Heroes count?
A title that others think is a shit game but you love it.
Mine, Ninja Combat. It was the first Neo game I played so I have very fond memories of it.
I absolutely love Rage of the Dragons, it's one of only five games from my entire collection I've decided to keep. It seems to be unanimously hated by everyone else I know who's played it though.
Everyone should like Cyber Lip! It's right up there with the Neo's other more solid, cheesy classics. Magician Lord, Sengoku, Ninja Commando.cyber lip which i like (but i shouldn't)
i guess I love world heroes but I don't feel any guilt about it
fatal fury 1 is also one of my favorites and it's pretty shitty as a fighting game mechanically comparing to SF2, but as a single player experience it kicks ass same goes for art of fighting 1 and 2 IMO
digging deeper- i also have a weird affinity for double dragon and soccer brawl.