Higher capacity you mean (for a given volume), that and also very low leakage current so if you want to make a very efficient device then tantalum might pay off. Another reason is that electrolytic caps are usually wound aluminum sheets which act as a coil. If you don't want any parasitic inductance tantalum is better in that application (better frequency response).