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CCTVBench: Contrastive Consistency Traffic VideoQA Benchmark for Multimodal LLMs.

Xingcheng Zhou, Hao Guo, Rui Song, Walter Zimmer, Mingyu Liu, Andr Schamschurko, Hu Cao, Alois Knoll

VenueA*ACL
Year2026
ProceedingsACL (Findings)

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