In Joule's effect the current is only
increasing the temperature in the material in which it flows. In Peltier
effect devices, a temperature difference is created: one junction becomes
cooler and one junction becomes hotter.
Further, Joule's effect is thermally irreversible and Peltier effect is thermally reversible.