If you're planning a bit of sightseeing head to Bridge of Sighs— just one of the monuments in Barranco. Hotels.com travelers also say the area is artsy and has lots of nice beaches. It's also full of great shops and restaurants, so you can spend the afternoon having a wander.
Barranco Park is worth a pic or two when discovering Barranco.