A psychovisual quality metric in free-energy principle by Lin, Weisi, Zhang, Wenjun., Zhai, Guangtao., Wu, Xiaolin., Yang, Xiaokang.

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Q-bench: a benchmark for general-purpose foundation models on low-level vision by Wu, Haoning, Zhang, Zicheng, Zhang, Erli, Chen, Chaofeng, Liao, Liang, Wang, Annan, Li, Chunyi, Sun, Wenxiu, Yan, Qiong, Zhai, Guangtao, Lin, Weisi

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Q-instruct: improving low-level visual abilities for multi-modality foundation models by Wu, Haoning, Zhang, Zicheng, Zhang, Erli, Chen, Chaofeng, Liao, Liang, Wang, Annan, Xu, Kaixin, Li, Chunyi, Hou, Jingwen, Zhai, Guangtao, Xue, Geng, Sun, Wenxiu, Yan, Qiong, Lin, Weisi

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Q-align: teaching LMMs for visual scoring via discrete text-defined levels by Wu, Haoning, Zhang, Zicheng, Zhang, Weixia, Chen, Chaofeng, Liao, Liang, Li, Chunyi, Gao, Yixuan, Wang, Annan, Zhang, Erli, Sun, Wenxiu, Yan, Qiong, Min, Xiongkuo, Zhai, Guangtao, Lin, Weisi

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