It's not exactly blindfold. With blindfold, the blind player still knows the opponent's moves...They just don't have the luxury of being able to _look_ at the state of the board (although top-tier chess players don't need that luxury).

This is a little different, but I think/speculate they would still have enough heuristic knowledge to crush most people.