I like the first one the best, but yes, it is a very low budget film. If you had not seen it closer to when it came out, it is kind of like watching other 80s action films now many of which will seem pretty dumb but are considered favorites and classics.
The Road Warrior is good and is probably closer to what I expect the new one will be like.
Thunderdome is the worst one by far.