What you heard was probably about tail-pipe emissions which are very low compared to ICEs indeed but they only represent a small part of an EV's lifetime emissions.
In the EU, EVs reduce lifetime emissions by about 30%. Certainly not nothing but not anywhere close to solving our transport emissions problem.