一作NeurIPS 2026Poster
Are Multimodal Benchmarks Really Useful? Item-Level Multimodal Benchmark Diagnosis via Structure-Response Co-Calibration
Shiqi Zhang · Weixin Zeng · Ziheng Zhang · Jiuyang Tang · Xiang Zhao
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Shiqi Zhang · Weixin Zeng · Ziheng Zhang · Jiuyang Tang · Xiang Zhao
Shiqi Zhang · Weixin Zeng · Ziheng Zhang · Wenzhe Hou · Weidong Xiao · Xiang Zhao
Entity Matching (EM) is a fundamental task in data integration, traditionally studied over structured data such as tables and knowledge graphs. In modern repositories, real-world objects are often represented across multiple modalities, including \emph{structured entities} with symbolic attribute...