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Corrupted MathVista testmini data #578

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LeoDu0314 opened this issue Nov 5, 2024 · 1 comment
Open

Corrupted MathVista testmini data #578

LeoDu0314 opened this issue Nov 5, 2024 · 1 comment
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@LeoDu0314
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LeoDu0314 commented Nov 5, 2024

I found that the MathVista testmini data used in VLMEvalkit(https://opencompass.openxlab.space/utils/VLMEval/MathVista_MINI.tsv) is not identical to that provided by the MathVista offical huggingface repo(https://huggingface.co/datasets/AI4Math/MathVista)

The VLMEvalkit version of MathVista testmini data has the following problem:

  • Images are compressed
  • Misuse of \r\n in some questions.

Could you provide an updated version of MathVista testmini?

@kennymckormick
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Hi, @LeoDu0314 ,
During our pre-processing, we have converted images to JPEG format. We will try to build another version that do not perform the JPEG conversion and do the evaluation again to see the gap.

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