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  # POVQA Preprocessed Frames and Subtitle-Frame Alignments
 
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  This dataset release contains the **preprocessed artifacts** used by POVQA. It is
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  intended to support research reproducibility without redistributing raw source
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  videos or raw subtitle files.
 
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  # POVQA Preprocessed Frames and Subtitle-Frame Alignments
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+ > Accepted to the MAR Workshop at CVPR 2026.
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+ <p align="center">
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+ <a href="https://arxiv.org/abs/2510.01009"><strong>Paper</strong></a> |
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+ <a href="https://huggingface.co/datasets/ashimdahal/povqa-preprocessed"><strong>Preprocessed Dataset</strong></a> |
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+ <a href="https://povqa.github.io"><strong>Project Website</strong></a>
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+ </p>
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  This dataset release contains the **preprocessed artifacts** used by POVQA. It is
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  intended to support research reproducibility without redistributing raw source
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  videos or raw subtitle files.