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@@ -128,4 +128,15 @@ For dataset evaluation scripts, please refer to [this directory](https://github.
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  ## Citation
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- To do
 
 
 
 
 
 
 
 
 
 
 
 
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  ## Citation
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+ If you find our work useful, please cite our paper as:
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+ ```
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+ @misc{zhang2025teachinglmmsimagequality,
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+ title={Teaching LMMs for Image Quality Scoring and Interpreting},
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+ author={Zicheng Zhang and Haoning Wu and Ziheng Jia and Weisi Lin and Guangtao Zhai},
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+ year={2025},
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+ eprint={2503.09197},
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+ archivePrefix={arXiv},
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+ primaryClass={cs.CV},
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+ url={https://arxiv.org/abs/2503.09197},
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+ }
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+ ```