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README.md
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<div align="center">
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<h1>Q-Align: Teaching LMMs for Visual Scoring via Discrete Text-Defined Levels</h1>
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*One Unified Model for Image Quality Assessment (IQA), Image Aesthetic Assessment (IAA), and Video Quality Assessment (VQA).*
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<div>
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<a href="https://teowu.github.io/" target="_blank">Haoning Wu</a><sup>1</sup><sup>*</sup><sup>+</sup>,
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<a href="https://github.com/zzc-1998" target="_blank">Zicheng Zhang</a><sup>2</sup><sup>*</sup>,
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<a href="https://sites.google.com/view/r-panda" target="_blank">Weixia Zhang</a><sup>2</sup>,
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<a href="https://chaofengc.github.io" target="_blank">Chaofeng Chen</a><sup>1</sup>,
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<a href="https://liaoliang92.github.io" target="_blank">Liang Liao</a><sup>1</sup>,
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<a href="https://github.com/lcysyzxdxc" target="_blank">Chunyi Li</a><sup>2</sup>,
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</div>
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<div>
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<a href="https://github.com/YixuanGao98" target="_blank">Yixuan Gao</a><sup>2</sup>,
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<a href="https://github.com/AnnanWangDaniel" target="_blank">Annan Wang</a><sup>1</sup>,
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<a href="https://github.com/ZhangErliCarl/" target="_blank">Erli Zhang</a><sup>1</sup>,
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<a href="https://wenxiusun.com" target="_blank">Wenxiu Sun</a><sup>3</sup>,
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<a href="https://scholar.google.com/citations?user=uT9CtPYAAAAJ&hl=en" target="_blank">Qiong Yan</a><sup>3</sup>,
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<a href="https://sites.google.com/site/minxiongkuo/" target="_blank">Xiongkuo Min</a><sup>2</sup>,
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<a href="https://ee.sjtu.edu.cn/en/FacultyDetail.aspx?id=24&infoid=153&flag=153" target="_blank">Guangtao Zhai</a><sup>2</sup><sup>#</sup>,
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<a href="https://personal.ntu.edu.sg/wslin/Home.html" target="_blank">Weisi Lin</a><sup>1</sup><sup>#</sup>
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</div>
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<div>
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<sup>1</sup>Nanyang Technological University, <sup>2</sup>Shanghai Jiao Tong University, <sup>3</sup>Sensetime Research
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</div>
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<div>
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<sup>*</sup>Equal contribution. <sup>+</sup>Project Lead. <sup>#</sup>Corresponding author(s).
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</div>
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<div>
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<a href="https://HuggingFace.co/q-future/one-align"><strong>One Align</strong></a> | <a href="https://github.com/Q-Future/Q-Align/tree/main/model_zoo"><strong>Model Zoo</strong></a> | <a href="xx"><strong>Technical Report (Coming Soon)</strong></a>
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</div>
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<h2>Results</h2>
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<div style="width: 75%; text-align: center; margin:auto;">
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<img style="width: 75%" src="https://raw.githubusercontent.com/Q-Future/Q-Align/main/fig/radar.png">
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</div>
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<h2>Syllabus</h2>
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<div style="width: 100%; text-align: center; margin:auto;">
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<img style="width: 100%" src="https://raw.githubusercontent.com/Q-Future/Q-Align/main/fig/q-align-syllabus.png">
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</div>
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<h2>Structure</h2>
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<div style="width: 75%; text-align: center; margin:auto;">
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<img style="width: 75%" src="https://raw.githubusercontent.com/Q-Future/Q-Align/main/fig/structure.png">
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</div>
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</div>
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