Yup, it's awful. No, I won't check the thermal paste in both of my now out of warranty GPU's (not to mention that I've never done so in my life) because I have no thermal pads. I don't have much thermal paste left either.
An electric air gun does a great job, and doesn't require you to spend money on purified air cans.