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APM-Bench: Benchmarking Cross-session Persistent Memory for Egocentric Streaming Video Assistants
To serve as real-world personal assistants, streaming video models need persistent memory that retains past experiences for later use. Yet existing streaming benchmarks and methods often focus on individual continuous videos or short clips, overlooking that real-world interactions are often intermittent and require mem …