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@@ -257,5 +257,14 @@ The semantic equivalence across modalities allows for direct comparison of reaso
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  year={2025},
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  url={https://openreview.net/forum?id=lI4LgGv4sX}
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  }
 
 
 
 
 
 
 
 
 
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  ```
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  year={2025},
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  url={https://openreview.net/forum?id=lI4LgGv4sX}
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  }
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+ @misc{tang2025seamsemanticallyequivalentmodalities,
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+ title={SEAM: Semantically Equivalent Across Modalities Benchmark for Vision-Language Models},
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+ author={Zhenwei Tang and Difan Jiao and Blair Yang and Ashton Anderson},
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+ year={2025},
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+ eprint={2508.18179},
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+ archivePrefix={arXiv},
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+ primaryClass={cs.AI},
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+ url={https://arxiv.org/abs/2508.18179},
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+ }
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  ```
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