TUMTraf VideoQA: Dataset and Benchmark for Unified Spatio-Temporal Video Understanding in Traffic Scenes

Xingcheng Zhou, Konstantinos Larintzakis, Hao Guo, Walter Zimmer, Mingyu Liu +5 more
2/14/2026

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@article{zhou2026tumtraf,
  title  = {TUMTraf VideoQA: Dataset and Benchmark for Unified Spatio-Temporal Video Understanding in Traffic Scenes},
  author = {Xingcheng Zhou and Konstantinos Larintzakis and Hao Guo and Walter Zimmer and Mingyu Liu and Hu Cao and Jiajie Zhang and Venkatnarayanan Lakshminarasimhan and Leah Strand and Alois C. Knoll},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:86ef6a8725d478f2b2fcf72c172601bf9466dd65},
  journal = {ICML 2025 2025}
}

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