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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

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Xingxian Liu

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Preprint Sep 2026

ICM-Bench: Person-Level Identity Reasoning in Multimodal Agents with Long-Term Memory

ICM-Bench (Identity-Centric Memory Benchmark), which, to the best of the knowledge, is the first benchmark specifically designed to evaluate identity-centric reasoning over long video memories in multimodal agents, is introduced.

Shi-Du Ren, Yun-Ze Liu, Xingxian Liu et al. · 0 citations

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