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DOUBT: Decoupled Object-level Understanding and Bridging via vMF-based Trustworthiness for Hallucination Detection in MLLMs

Kaiqi Chen, Yang Qin, Changhao He, Xi Peng, Peng Hu

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SAI reviewed this ICML 2026 paper and its available research artifacts. Sign in to read the complete referee report, inline feedback, and execution-based verification where available.

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10% of graded claims reproducedReplication status