I think the least popular is Mecha because I haven't seen a lot of the genre in the mainstream. I have seen a few Mechas and I only get interested in Gundam, most notably the two series Gundam Wing (featuring Gundam Zero Type) and Gundam Seed Destiny (featuring Strike Freedom Gundam).