Ohmic materials follow Ohm's Law, meaning their resistance remains constant regardless of the voltage or current passing through them, resulting in a linear voltage-current relationship. Non-Ohmic materials do not follow Ohm's Law, exhibiting a variable resistance that causes a nonlinear voltage-current relationship, often due to changes in temperature, electric fields, or material properties.