Equivalence relations are among the most basic concepts in mathematics. Nevertheless, it turns out that there are some pretty complicated equivalence relations out there. In this talk we will discuss different ways of classifying them - whatever that means. We will look at some (more or less) concrete examples. Finally, we will construct some fairly natural equivalence relations for which we can nevertheless prove a strong nonclassifiability result.