MTV's annual Video Music Awards air this Sunday, and while we're looking forward to the crazy fashion, over-the-top musical performances, and Miley Cyrus hosting shenanigans, we're also curious to see who wins the biggest award of the night.

The 2015 nominees for Video of the Year are:

Beyoncé – "7/11″

Ed Sheeran – "Thinking Out Loud"

Taylor Swift ft. Kendrick Lamar – "Bad Blood"

Mark Ronson ft. Bruno Mars – "Uptown Funk"

Kendrick Lamar – "Alright"

But enough about the present... Let's open the vault and take a look at all 31 Video of the Year winners from VMAs past. We've ranked 'em all, from worst to best.