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Cross-Modal Cognitive Interference Diagnostic Benchmark

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IEEE2026-04-17 收录
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https://ieee-dataport.org/documents/cross-modal-cognitive-interference-diagnostic-benchmark
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To more accurately evaluate the impact of CMCI on the ability of MLLMs to address multi-modal complex reasoning tasks, we construct a benchmark consisting of 100 problems that require three distinct cognitive modes\u2014perception, comprehension, and reasoning\u2014each essential for solving the task. Each item in the benchmark consists of a question, an image, and an expert-validated answer.
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Liqi He
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