sshfs does not check if a mountpoint exists before attempting a mount. It fails later, after the expensive part.

$ sshfs 1.2.3.4:/something localdir
user.3.4's password: 
fuse: bad mount point `localdir': No such file or directory

It would be good if the existance of "localdir", the local mountpoint was checked before the network part began.