QUFC RESEARCH DIVISION
Help Train the QUFC Judge.
QUFC's scoring engine currently guesses at what "ugly" means. You can help fix that. Two faces, one click: just pick the uglier one. No sign-up, no camera, nothing about you is collected — just which photo you picked.
Tap the one that committed harder.
What got them?
Votes cast this session: 0
Current top offenders
The Leaderboard
The top 3 faces that have racked up the most votes right here in Train the Judge — not the AI's guess, actual human verdicts. Open to every photo in the voting pool, including the original QUFC archive faces from the Hall of Faces. Real Face-Off submissions stay anonymous, same as everywhere else on this page — no names, just the photo and the number.
Why this matters
Your click is the missing data.
Right now QUFC's Ugly Score is built from one person's guesses about which facial movements should count for more. Every vote here replaces a little bit of that guesswork with something closer to what actual humans find funny, ridiculous, or deeply concerning. There's no minimum — one round helps, a hundred helps more.