Vanish Mantle is tricky to acquire outside of forcing it, but the highest chance to obtain this prize is actually gearedup -fashionsense.
Reason being is that geared up reduces the reroll chance (77% → 11%), and -fashionsense reduces the accessory set choices.
It raises Vanish Mantle from 2.78% → 3.18%.. Or you could simply force it lol.