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  KOFFVQA is a general-purpose VLM benchmark in the Korean language. For more information, refer to [our leaderboard page](https://huggingface.co/spaces/maum-ai/KOFFVQA-Leaderboard) and the official [evaluation code](https://github.com/maum-ai/KOFFVQA).
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- This contains the data for the benchmark consisting of images, their corresponding questions, and response grading criteria. The benchmark focuses on free-form visual question answering, evaluating the ability of large vision-language models to generate comprehensive and accurate text responses to questions about images.
 
 
 
 
 
 
 
 
 
 
 
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  KOFFVQA is a general-purpose VLM benchmark in the Korean language. For more information, refer to [our leaderboard page](https://huggingface.co/spaces/maum-ai/KOFFVQA-Leaderboard) and the official [evaluation code](https://github.com/maum-ai/KOFFVQA).
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+ This contains the data for the benchmark consisting of images, their corresponding questions, and response grading criteria. The benchmark focuses on free-form visual question answering, evaluating the ability of large vision-language models to generate comprehensive and accurate text responses to questions about images.
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+
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+ ## Citation
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+ ```
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+ @article{kim2025koffvqa,
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+ title={KOFFVQA: An Objectively Evaluated Free-form VQA Benchmark for Large Vision-Language Models in the Korean Language},
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+ author={Kim, Yoonshik and Jung, Jaeyoon},
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+ journal={arXiv preprint arXiv:2503.23730},
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+ year={2025}
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+ }
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+ ```