A new 19,000-image photorealistic color illusion dataset shows that vision-language models are partially fooled by color illusions, producing human-aligned answers more often than chance but rarely matching human perception.
Understanding human perception by human-made illusions
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Evaluating Model Perception of Color Illusions in Photorealistic Scenes
A new 19,000-image photorealistic color illusion dataset shows that vision-language models are partially fooled by color illusions, producing human-aligned answers more often than chance but rarely matching human perception.