Jamie Mackie and Rory Fallon had given Plymouth a half time lead but goals in the second half from John Akinde and David Noble, the latter in the 88th minute, rescued the home side and left the travelling fans disappointed.
The point sees Plymouth into 12th place in the table but just 2 points off the play off places.
Next up it's a home game this Saturday against Sheffield Wednesday.