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cs.AI2026

Seeing Time: Benchmarking Chronological Reasoning and Shortcut Biases in Vision-Language Models

Haoyu Zhou, Qing Qing, Caichong Li +6

Recent advancements in Vision-Language Models (VLMs) have significantly enhanced their ability to interpret complex visual semantics, yet their capacity for chronological reasoning…