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20242026
most citedSystematic Evaluation of Large Vision-Language Models for Surgical Artificial Intelligence

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cs.CV2026

Do VLMs Perceive or Recall? Probing Visual Perception vs. Memory with Classic Visual Illusions

Xiaoxiao Sun, Mingyang Li, Kun Yuan +7

Large Vision-Language Models (VLMs) often answer classic visual illusions "correctly" on original images, yet persist with the same responses when illusion factors are inverted, ev…