LongInsightBench: A Comprehensive Benchmark for Evaluating Omni-Modal Models on Human-Centric Long-Video Understanding

Zhaoyang Han, Qihan Lin, Hao Liang 0017, Bowen Chen, Zhou Liu, Wentao Zhang 0001. LongInsightBench: A Comprehensive Benchmark for Evaluating Omni-Modal Models on Human-Centric Long-Video Understanding. In Maria Liakata, Viviane P. Moreira, Jiajun Zhang 0001, David Jurgens, editors, Findings of the Association for Computational Linguistics, ACL 2026, San Diego, California, United States, July 2-7, 2026. pages 19332-19358, Association for Computational Linguistics, 2026. [doi]

@inproceedings{HanLLCLZ26,
  title = {LongInsightBench: A Comprehensive Benchmark for Evaluating Omni-Modal Models on Human-Centric Long-Video Understanding},
  author = {Zhaoyang Han and Qihan Lin and Hao Liang 0017 and Bowen Chen and Zhou Liu and Wentao Zhang 0001},
  year = {2026},
  url = {https://aclanthology.org/2026.findings-acl.965/},
  researchr = {https://researchr.org/publication/HanLLCLZ26},
  cites = {0},
  citedby = {0},
  pages = {19332-19358},
  booktitle = {Findings of the Association for Computational Linguistics, ACL 2026, San Diego, California, United States, July 2-7, 2026},
  editor = {Maria Liakata and Viviane P. Moreira and Jiajun Zhang 0001 and David Jurgens},
  publisher = {Association for Computational Linguistics},
  isbn = {979-8-89176-395-1},
}