DualScope Checkpoints

This repository hosts the pretrained checkpoints for DualScope: Capturing Critical Spatial and Temporal Cues for Distracted Driving Activity Recognition.

Paper: https://ojs.aaai.org/index.php/AAAI/article/view/37812

Code: https://github.com/Qqqzzjsupr3me/DualScope

Files

checkpoints/
  spatial/bcve.pt
  temporal/aide.pth
  temporal/samdd.pth
  temporal/3mdad.pth
  temporal/dmd.pth
  temporal/syndd1.pth
  image/auc_v1_mlp.pt
  image/statefarm_mlp.pt

Place the checkpoints/ directory at the root of the DualScope code repository before running evaluation.

Citation

@article{qiu2026dualscope,
  title = {DualScope: Capturing Critical Spatial and Temporal Cues for Distracted Driving Activity Recognition},
  author = {Qiu, Zhijie and Li, Shuaibo and Zhang, Laixin and Hu, Xuming and Ma, Wei},
  journal = {Proceedings of the AAAI Conference on Artificial Intelligence},
  volume = {40},
  number = {10},
  pages = {8602--8611},
  year = {2026},
  month = mar,
  doi = {10.1609/aaai.v40i10.37812},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/37812}
}