I'd have to say Street Fighter Alpha 3 followed by KOF series then all the cross overs MVC2, X-Men vs Street Fighter, SNK vs Capcom.
Honourable mentions to SFIII Strike, Soul Calibur 2/3/4, Rumble Fish, Darkstalkers & The Last Blade.
I might have mentioned more then I should have or left out...