EVE-Bench: Entropy-Guided Benchmarking and Evaluation for Frontier Video Generation Models

Nai-Xin Zhai; Qingyuan Hong; Xiao Jin; Liyuan Lillian Ma; Dexu Yu; Xuanqi Lan; Sihan Chen; Junchen Fu; Yongxin Ni

Research paper

EVE-Bench: Entropy-Guided Benchmarking and Evaluation for Frontier Video Generation Models

Nai-Xin Zhai, Qingyuan Hong, Xiao Jin, Liyuan Lillian Ma, Dexu Yu, Xuanqi Lan, Sihan Chen, Junchen Fu, Yongxin Ni

NeurIPS 2026 Evaluations and Datasets Track Submission 2026 Under review

Abstract

The complete author-written abstract has not yet been supplied to this site. The verified publication metadata and primary source are available below; experimental claims should be checked against that source.

Citation

@article{2026-eve-bench-video,
  title = {EVE-Bench: Entropy-Guided Benchmarking and Evaluation for Frontier Video Generation Models},
  author = {Nai-Xin Zhai and Qingyuan Hong and Xiao Jin and Liyuan Lillian Ma and Dexu Yu and Xuanqi Lan and Sihan Chen and Junchen Fu and Yongxin Ni},
  year = {2026},
  journal = {NeurIPS 2026 Evaluations and Datasets Track Submission},
  url = {https://openreview.net/search?term=EVE-Bench%3A%20Entropy-Guided%20Benchmarking%20and%20Evaluation%20for%20Frontier%20Video%20Generation%20Models},
}

Abstract

Citation

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