HeyGen launches a benchmark for AI video that can grade bad taste
Code2Video tests agents on 168 motion-design briefs, then uses HeyGen's own judge model to score timing, composition and craft.
By Ryan Merket · Published · Updated
Primary source: X
Why it matters
Coding agents already produce valid interfaces and animations. HeyGen is betting that a specialized visual judge can teach them the harder part: timing, composition and taste.

HeyGen, the AI video company founded by Joshua Xu (@joshua_xu_) and Wayne Liang, has released Code2Video, a benchmark designed to measure whether coding agents can produce motion graphics that look intentional rather than merely compile.
https://x.com/HyperFrames_/status/2102084939026247684
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