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@@ -75,9 +75,16 @@ For machine-oriented evaluation, use files under `benchmark/machine-oriented/<da
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  @article{yu2026fgbmk,
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  title = {Benchmarking Large Vision-Language Models on Fine-Grained Image Tasks: From Evaluation to Diagnosis},
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  author = {Yu, Hong-Tao and Xie, Chen-Wei and Peng, Yuxin and Belongie, Serge and Wei, Xiu-Shen},
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- journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)},
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  year = {2026}
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  }
 
 
 
 
 
 
 
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  ```
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  ## License and Data Terms
 
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  @article{yu2026fgbmk,
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  title = {Benchmarking Large Vision-Language Models on Fine-Grained Image Tasks: From Evaluation to Diagnosis},
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  author = {Yu, Hong-Tao and Xie, Chen-Wei and Peng, Yuxin and Belongie, Serge and Wei, Xiu-Shen},
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+ journal = {arXiv preprint arXiv:2606.19053},
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  year = {2026}
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  }
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+
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+ @inproceedings{yu2026fgbmk_iclr,
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+ title = {Benchmarking Large Vision-Language Models on Fine-Grained Image Tasks: A Comprehensive Evaluation},
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+ author = {Yu, Hong-Tao and Peng, Yuxin and Belongie, Serge and Wei, Xiu-Shen},
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+ booktitle = {International Conference on Learning Representations (ICLR)},
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+ year = {2026}
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+ }
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  ```
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  ## License and Data Terms