Are they trying to take revenge? Two years after their exes Justin Bieber and Miranda Kerr were spotted being friendly with each other at the 2012 Victoria's Secret fashion show, Selena Gomez and Orlando Bloom get caught together on a night out in LA.

The "Come & Get It" singer and the "Lord of the Rings" actor arrived in the same car and seen friendly with each other sitting on the curb outside the Chelsea Handler show at the Forum on Saturday night.

"Selena actually looked really happy," a source said. "They both seemed in great spirits."

However, once they were spotted together, the couple tried their best to avoid being photographed together with Bloom quickly leaving the spot while Gomez covering her face. They eventually separated, each going opposite directions.

After going through dysfunctional, on-and-off relationship, Selena Gomez was thought to be reunited with the Canadian singer recently, as the pair posted a steamy Instagram video of their dance session in Texas. However, the 21-year-old singer unexpectedly unfollowed Justin Bieber, Kendall and Kylie Jenner, and Taylor Swift on Instagram, causing speculation that she thinks her boyfriend cheated on her with Kylie.

"Selena is convinced something has gone on between Justin and Kylie," a source said. "At Coachella they [Justin Bieber and Selena Gomez] looked to be back on track. Selena was hanging out with Kylie too, and they were behaving like best friends. ... Then she heard stuff about Justin and Kylie and felt totally betrayed. She went berserk and called it all off again."

On the other hand, Orlando Bloom has dealt with his split from Kerr in a more mature way, as the parents to 3-year-old Flynn are regularly seen together.