Unfortunately, since their tags are so abundant, most of them (mainly the "too specific" ones) are far from exhaustive/complete in term of being actually used. And things like hair colors are extremely subjective so you're not sure if an image is going to be tagged as brown_hair or red_hair.

If you want to find some images by tags, you better stick with more generic ones.