Could be a couple of things:
1. Ink. If you are using a dye based ink, it will run,
Epson water test with pigment and dye inks, the best inks for Epson are the Durabrite kind. But Epson makes specific inks for specific printers.
2. The paper. Not familiar with the one you are using, but that could be a problem as well.