rippleripple/iReason

Paper: Hidden in Plain Sight: Probing Implicit Reasoning in Multimodal Language Models Paper: https://arxiv.org/abs/2506.00258 Website: https://jackie-2000.github.io/iReason.github.io/ GitHub: https://github.com/eric-ai-lab/iReason 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… See the full description on the dataset page: https://huggingface.co/datasets/rippleripple/iReason.

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