Datasets:
| license: mit | |
| task_categories: | |
| - image-text-to-text | |
| 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 infeasibility—challenging models to surface issues that are “hidden in plain sight” without explicit cues. | |
| For more detailed instructions on inference, please refer to our GitHub repo. |