Agentic Leaderboard Contamination: A Measurement-First Audit Framework

A deep dive into the measurement-first audit framework for agentic leaderboards, addressing contamination susceptibility and scorer validation.

A deep dive into the measurement-first audit framework for agentic leaderboards, addressing contamination susceptibility and scorer validation.
A 60-second tour of VideoEval scoring 10 AI-generated clips: prompt adherence, color saturation, motion ghosting, pass/fail verdicts, and the human review queue. Real demo, real numbers.