Yep, the Attention mechanism in the Transformer arch is pretty good.
Probably need another cycle of similar breakthrough in model engineering before this more complex neural network gets a step function better.
Moar data ain’t gonna help. The human brain is the proof: it doesnt need the internet’s worth of data to become good (nor all that much energy).