They are overrated in a sense compared to food. I did not notice anything from supplements before I switched to the paleo diet.
Since then I've definitely noticed when I rat out of pantethine, which is one of the few that have had an instant positive impact. Amino acids 5-HTP and L-Tyrosine since then are another one that I wouldn't go without.