---
license: apache-2.0
language:
- en
base_model:
- Qwen/Qwen2.5-VL-7B-Instruct
pipeline_tag: video-text-to-text
tags:
- multimodal
---

# TimeSearch-R-7B
- **Code:** https://github.com/Time-Search/TimeSearch-R
- **Paper:** [TimeSearch-R: Adaptive Temporal Search for Long-Form Video Understanding via Self-Verification Reinforcement Learning](https://arxiv.org/abs/2511.05489)

## Citation

If you find our work helpful, feel free to give us a cite.

```
@article{timesearch-r,
  title={TimeSearch-R: Adaptive Temporal Search for Long-Form Video Understanding via Self-Verification Reinforcement Learning},
  author={Pan, Junwen and Zhang, Qizhe and Zhang, Rui and Lu, Ming and Wan, Xin and Zhang, Yuan and Liu, Chang and She, Qi},
  journal={arXiv preprint arXiv:2511.05489},
  year={2025}
}
```