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Yuan-Tao Deng

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Preprint Aug 2026

Vision Models Predict Urban Scene Appraisal with Limited Neural Alignment

Pretrained vision embeddings are increasingly used as general-purpose representations for modelling how people appraise urban scenes, and are validated almost entirely by how well they predict human ratings. High predictive accuracy does not establish that these embeddings organise scenes as human perception does. We t...

Kai-Zhen Tan, Yuan-Tao Deng · 0 citations

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