Datasets:
Add task category and link to GitHub repository
#2
by
nielsr
HF Staff
- opened
README.md
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license: mit
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Paper: Hidden in Plain Sight: Probing Implicit Reasoning in Multimodal Language Models
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Paper: https://arxiv.org/abs/2506.00258
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Website: https://jackie-2000.github.io/iReason.github.io/
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iReason: Designed to probe MLLMs’ implicit reasoning by evaluating their ability to detect subtle flaws in seemingly valid instructions. Covers 643 real-world scenarios spanning four failure types—object absence, ambiguity, contradiction, and infeasibility—challenging models to surface issues that are “hidden in plain sight” without explicit cues.
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For more detailed instructions on inference, please refer to our GitHub repo.
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license: mit
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task_categories:
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- image-text-to-text
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Paper: Hidden in Plain Sight: Probing Implicit Reasoning in Multimodal Language Models
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Paper: https://arxiv.org/abs/2506.00258
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Website: https://jackie-2000.github.io/iReason.github.io/
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GitHub: https://github.com/eric-ai-lab/iReason
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iReason: Designed to probe MLLMs’ implicit reasoning by evaluating their ability to detect subtle flaws in seemingly valid instructions. Covers 643 real-world scenarios spanning four failure types—object absence, ambiguity, contradiction, and infeasibility—challenging models to surface issues that are “hidden in plain sight” without explicit cues.
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For more detailed instructions on inference, please refer to our GitHub repo.
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