I would put them into the ground.

Clematis like to have cool roots, so if you can't put them in the ground, can you move the pots where they are in shade and the tops of the plants are in sun? Also, if the pots are sitting on pavement you might try lifting them up with feet or something so air can circulate underneath, or move them to sit on the ground.