I think Super Bomberman 3 is probably what I consider the best of the series, what I had the most fun with was the old JP Bomberman Online, but those days shant be re-lived.
Did you play any of N64 titles?
Yes, not clocked much time into them, but I have played BM64. I'm not a huge fan of the 3d style for multiplayer, and wasn't interested enough to play through the single player.