The 67th Annual Golden Globe Awards 2010. Hollywood's awards season officially began Sunday night with the 67th annual Golden Globe Awards at the Beverly Hilton. The science-fiction blockbuster "Avatar" won best drama at the Golden Globes and picked up the directing honor for James Cameron on Sunday, raising the "Titanic" filmmaker's prospects for another Academy Awards triumph.