Cumulative Consensus Score: Label-Free and Model-Agnostic Evaluation of Object Detectors in Deployment

@misc{manoharan2025cumulativeconsensusscore,
      title={Cumulative Consensus Score: Label-Free and Model-Agnostic Evaluation of Object Detectors in Deployment},
      author={Avinaash Manoharan and Xiangyu Yin and Domenik Helm and Chih-Hong Cheng},
      year={2025},
      eprint={2509.12871},
      archivePrefix={arXiv},
      primaryClass={cs.CV},
      url={https://arxiv.org/abs/2509.12871},
}