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Code2Video Benchmark Evaluates AI Motion Design

By Steven Van ·

The benchmark from HeyGen, HyperFrames and Kaggle scores AI-generated motion graphics against 168 human-made reference videos.

HeyGen and HyperFrames, working with the Kaggle team, have released Code2Video Bench, a benchmark for measuring how well AI agents turn a creative brief into code-rendered motion graphics rather than raw video pixels.

The benchmark scores agents against 168 human-created reference videos, judging results on engagement, prompt intent, composition, timing, and craft.

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