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@@ -20,7 +20,7 @@ metrics:
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  - accuracy
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  ---
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- # 🔥 Mantis
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  [Paper](https://arxiv.org/abs/2405.01483) |
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  [Website](https://tiger-ai-lab.github.io/Mantis/) |
@@ -143,10 +143,12 @@ See [mantis/benchmark](https://github.com/TIGER-AI-Lab/Mantis/tree/main/mantis/b
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  ## Citation
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  ```
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- @inproceedings{Jiang2024MANTISIM,
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  title={MANTIS: Interleaved Multi-Image Instruction Tuning},
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  author={Dongfu Jiang and Xuan He and Huaye Zeng and Cong Wei and Max W.F. Ku and Qian Liu and Wenhu Chen},
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- publisher={arXiv2405.01483}
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  year={2024},
 
 
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  }
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  ```
 
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  - accuracy
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  ---
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+ # 🔥 Mantis (TMLR 2024)
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  [Paper](https://arxiv.org/abs/2405.01483) |
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  [Website](https://tiger-ai-lab.github.io/Mantis/) |
 
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  ## Citation
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  ```
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+ @article{Jiang2024MANTISIM,
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  title={MANTIS: Interleaved Multi-Image Instruction Tuning},
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  author={Dongfu Jiang and Xuan He and Huaye Zeng and Cong Wei and Max W.F. Ku and Qian Liu and Wenhu Chen},
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+ journal={Trans. Mach. Learn. Res.},
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  year={2024},
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+ volume={2024},
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+ url={Transactions on Machine Learning Research}
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  }
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  ```