Why Long-Term Memory Needs Vision: How MemEye Evaluates Multimodal Agent Recall

MemEye is a multimodal memory benchmark that tests agents across eight real‑world scenarios, measuring visual evidence granularity and reasoning depth, and reveals that captions fall short for fine‑grained visual recall, highlighting the need for true visual memory in long‑term AI agents.

AI agentsBenchmarkMemEye

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Why Long-Term Memory Needs Vision: How MemEye Evaluates Multimodal Agent Recall