Most people, including guitar players, can't tell the difference between popular modelling devices and real tube amps when subject to a real blind-test.
The of neural networks in this field should be measured against current modelling technology, not real hardware.
The biggest challenge is to try and convince the tube amp enthusiasts that it sounds indistinguishable to the real hardware ;)