SuperMemory-VQA provides 4,853 human-verified QA pairs from 52.9 hours of egocentric AI glasses recordings to benchmark AI systems on realistic long-horizon memory tasks including an unanswerable option.
Episodic memory: From mind to brain.Annual Review of Psychology, 53(1):1–25, 2002
3 Pith papers cite this work. Polarity classification is still indexing.
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Relational gaze transitions during naturalistic scene encoding predict episodic recall success, unlike during retrieval.
Explicit memory modeled on the hippocampus is the cornerstone needed to advance LLMs to AGI because their implicit statistical learning cannot produce higher cognitive functions.
citing papers explorer
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SuperMemory-VQA: An Egocentric Visual Question-Answering Benchmark for Long-Horizon Memory
SuperMemory-VQA provides 4,853 human-verified QA pairs from 52.9 hours of egocentric AI glasses recordings to benchmark AI systems on realistic long-horizon memory tasks including an unanswerable option.
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Relational Gaze Transitions During Encoding Predict Episodic Recall of Naturalistic Scenes
Relational gaze transitions during naturalistic scene encoding predict episodic recall success, unlike during retrieval.
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Position: Hippocampal Explicit Memory Is the Cornerstone for AGI
Explicit memory modeled on the hippocampus is the cornerstone needed to advance LLMs to AGI because their implicit statistical learning cannot produce higher cognitive functions.