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News/Seeing Time: Benchmarking Chronological Reasoning and Shortcut Biases in Vision-Language Models
arxiv
PublishedJune 6, 2026 at 4:00 AM
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Seeing Time: Benchmarking Chronological Reasoning and Shortcut Biases in Vision-Language Models

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arXiv:2606.05702v1 Announce Type: new Abstract: Recent advancements in Vision-Language Models (VLMs) have significantly enhanced their ability to interpret complex visual semantics, yet their capacity for chronological reasoning remains under-explored. In this paper, we introduce a novel benchmark s

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