I am one of the engineers on the Fresco project. So obviously I'm biased.
But you don't have to take my word for it. We've released a sample app that allows you to compare the performance of five libraries - Fresco, Picasso, UIL, Glide, and Volley Image Loader - side by side. You can get it at our GitHub repo.
I should also point out that Fresco is available on Maven Central, as com.facebook.fresco:fresco
.
Fresco offers features that Picasso, UIL, and Glide do not yet have:
There are many others (see our documentation), but these are the most important.