Solving vision is an incredibly difficult problem that is made harder by the lack of stereoscopic cameras. There is fundamentally no need to rely on vision alone other than bragging rights. It provides almost no practical benefit.
Having multiple orthogonal subsets of the electromagnetic spectrum at your disposal provides redundancy and diversity - two features that simply CANNOT be accommodated with a single class of sensor, not matter how advanced it may be.