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20242026
most citedWorse than Random? An Embarrassingly Simple Probing Evaluation of Large Multimodal Models in Medical VQA

2 citations · 2 across the 9 of their papers we have counts for

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cs.LG2026

Skill-CMIB: Multimodal Agent Skill for Consistent Action via Conditional Multimodal Information Bottleneck

Zihan Huang, Junda Wu, Tong Yu +6

While LLM-based agents excel at planning and executing long action sequences, their execution often remains inconsistent across trials, limiting reliability. Consolidating agent co…