No in the same way, not in the same scope. When it comes to Fallout 1, the very first time you got out of the vault your first thought wasn't 'Holy shit, this is incredible!', it was 'Why am I getting killed by rats' then it was 'why am I getting killed by every enemy i meet' then 'WHY AM I DYING SO MUCH I HAVENT EVEN REACHED A VILLAGE OR ANYTHING'.
Yes there were plenty of great and incredible moments in Fallout 1 and 2, don't worry I'm not gonna deny the orthodoxy and say that 3 was better. However the fact is still that those moments (getting out in the world for the first time, that blinding light, looking at the world around you not knowing what to expect at all, that creepy school, entering Novac for the first time and Super-Duper Mart) were fucking incredible and the reason why it was GOTY and why so many people spent hundreds of hours playing it over and over even though it had annoying parts to it like those tunnels etc...