Now that America’s Got Talent is back in production ... take because Vergara and Mel B look wildly overdressed compared to Cowell, who is rocking a black T-shirt, cut-off shorts and sunglasses.

"So much fun backstage at @America’s Got Talent!" Terry wrote. So far, their video has almost four million views, with thousands of comments from fans who are thrilled to see Mel B back.