@article{cctvbenchcontrastiveconsistencytrafficvi,
  title = {CCTVBench: Contrastive Consistency Traffic VideoQA Benchmark for Multimodal LLMs},
  author = {Xingcheng Zhou and Hao Guo and Rui Song and Walter Zimmer and Mingyu Liu and André Schamschurko and Hu Cao and Alois Knoll},
  year = {2026},
  eprint = {2604.20460},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2604.20460},
}