Citation

The paper, Timeline-Bench: Evaluating Agents on Realistic Video-Editing Tasks, from Raw Footage to Final Cut, is under review at ICLR 2027. During the double-blind review period the author entity is anonymous; the entry below will be updated after review.

@inproceedings{anonymous2026timelinebench,
  title     = {{Timeline-Bench}: Evaluating Agents on Realistic Video-Editing Tasks, from Raw Footage to Final Cut},
  author    = {Anonymous},
  booktitle = {Submitted to The Fifteenth International Conference on Learning Representations},
  year      = {2026},
  note      = {Under review}
}

To cite a specific release of the benchmark (tasks, verifier and results), use the repository's CITATION.cff ("Cite this repository"), or:

@misc{timelinebench2026release,
  title        = {{TimelineBench} 1.0.0: 56 video-editing tasks, verifier and results},
  author       = {{TimelineBench Team}},
  year         = {2026},
  howpublished = {\url{https://timelinebench.vercel.app}},
  note         = {Version 1.0.0}
}

When you report results, state the benchmark version (1.0.0), the setup (model identifier, harness and version, reasoning setting, guidance, computer use) and that each task was attempted once, and quote the resolution rate with its exact 95% interval.