Gwen Stefani and Blake Shelton were spotted leaving a Halloween party together in the same car Friday night, and were supposedly holding hands throughout the evening but stopped when they noticed the paparazzi. [PHOTO]

However, E! Online got blurry pictures of them holding each other at a different party thrown by fellow "The Voice" judge Adam Levin and Maroon 5.

They sure do look cozy together.[PHOTO] [PHOTO]

E! thinks it's evidence of a romance. All I know for sure is they hung out over the weekend, and that Stefani told Carson Daly in an interview on his radio show that they were “just trying to have fun.”

So is Gwen hittin' dat? We Report, You Decide!