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GDBench-Video: Evaluating Design Video Generation

Benchmark for evaluating video generation models on graphic design videos. Built on 136 real animated design layouts from the Lica dataset.

Paper: arXiv:2605.16223 | Code: github.com/purvanshi/lica-bench

Usage

from datasets import load_dataset

ds = load_dataset("lica-world/GDB-video")

Citation

@article{deganutti2026evaluating,
  title={Evaluating Design Video Generation: Metrics for Compositional Fidelity},
  author={Deganutti, Adrienne and Cao, Dingning and Seol, Jaejung and Hirsch, Elad and Mehta, Purvanshi},
  journal={arXiv preprint arXiv:2605.16223},
  year={2026}
}
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Paper for lica-world/GDB-video