The longtime friends were also joined at the event by Paris Jackson.
Looks like Victoria and Paris stuck with the theme of blue, which has been GLAAD’s signature color.
The day before, Victoria attended the GLAAD Rising Stars Luncheon ahead of the award show.
Back in 2012, Josh was the youngest recipient of the Vanguard award for his work with the anti-bullying campaign Straight But Not Narrow.
FYI: Paris wore a Yanina Couture dress with an Edie Parker clutch, Stuart Weitzman shoes, and jewelry from Alison Lou, Graziela Gems, and EF Collection. Victoria is wearing a Raisa & Vanessa dress, Jimmy Choo shoes, a Tyler Ellis clutch, and Sylvie Collection jewelry.