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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

Qi Qian

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Jul 2026

MissingBench-Verified: Probing Vision-Language Models' Inability to Detect Missing Object Parts

MissingBench-Verified is presented, a benchmark designed to evaluate a specific and practically relevant scenario: when vision-language models fail to recognize that an essential component of an object has been removed, indicating that this failure mode cannot be addressed through current prompting or post-hoc correction techniques.

W. Guo, Qi Qian, Shiyu Zhou et al. · 0 citations

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