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EgoStream: A Diagnostic Benchmark for Streaming Episodic Memory in Egocentric Vision
EgoStream introduces a diagnostic benchmark for streaming egocentric episodic memory with 2,250 questions across seven cognitive dimensions and an Answer Validity Window, finding that current memory mechanisms achieve only around 45% accuracy while operating far below real-time requirements.
Sydney Poster Session 4, Wed, Dec 9, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026
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medium 8/10
strict 2/5