作者位次 #2/6ICLR 2026Poster
FREAK: A Fine-grained Hallucination Evaluation Benchmark for Advanced MLLMs
Zhihan Yin · Jianxin Liang · Yueqian Wang · Yao Yifeng · Huishuai Zhang · Dongyan Zhao
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Zhihan Yin · Jianxin Liang · Yueqian Wang · Yao Yifeng · Huishuai Zhang · Dongyan Zhao
Qiong Wu · Tan Yue · Jianxin Liang · Zhen Li · Kai He · Shuai Zhao · Dongyan Zhao
The rapid progress of large language models (LLMs) has increased the demand for efficient and reliable evaluation of question answering (QA) systems. Existing evaluation methods either rely on rule-based matching with shallow semantic understanding or adopt LLM-as-a-Judge approaches that incur hi...