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Not All Error Yields to Scale: Where Scaling Stops in Vision-Language Inference

Xinye Zhao*, Yunkai Dang*, Yunchen Wu, Wenbin Li

arXiv preprint arXiv:2610.01640 · 2026

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Not All Error Yields to Scale: Where Scaling Stops in Vision-Language Inference

Abstract

Abstract is being organized and will be updated soon.

Co-1st

BibTeX

@article{zhao2026not,
  title = {Not All Error Yields to Scale: Where Scaling Stops in Vision-Language Inference},
  author = {Zhao*, Xinye and Dang*, Yunkai and Wu, Yunchen and Li, Wenbin},
  journal = {arXiv preprint arXiv:2610.01640},
  year = {2026},
  note = {Co-1st},
}

BibTeX Citation

BibTeX

@article{zhao2026not,
  title={Not All Error Yields to Scale: Where Scaling Stops in Vision-Language Inference},
  author={Zhao*, Xinye and Dang*, Yunkai and Wu, Yunchen and Li, Wenbin},
  journal={arXiv preprint arXiv:2610.01640},
  year={2026}
}