Most mid laners aren't good splitpushers for the very reason they're in the mid lane: They don't have good mobility. Some exceptions could be Kassadin and LeBlanc, since they get most of their mobility in mid-late game, so they're in the mid lane even if they're very mobile solely for the early game safety.
IDK if I'm forgetting someone. EDIT: Nasus top somewhat, but he's tricky.
Side note: AFAIK getting Teleport is mandatory if you're going to splitpush in order to appear if a teamfight happens and you must be there (DO NOT use it to go to a pushed lane, someone is going to come and you will waste your tp and risk getting killed).
Quinn. Once you get Runaan's hurricane, if you want to splitpush, she's has a fast clear and insane mobility to get to any lane, push, and leave before anyones any the wiser.
AP Ekko is a super great mid lane split-pusher, since he's got great waveclear with his Q, good damage on towers with lich-bane and his E, and he's a good duelist. Plus with his E and ultimate he's really good at running from people! Sort of like Zed, but more flexible.
Most mid laners aren't good splitpushers for the very reason they're in the mid lane: They don't have good mobility. Some exceptions could be
IDK if I'm forgetting someone. EDIT:
Side note: AFAIK getting
Mid: Zed or Kata ^^