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.
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