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Ethan-Bei/Mem-Gallery

๐Ÿ“– Overview Mem-Gallery is a comprehensive benchmark dataset designed to evaluate multimodal long-term memory capabilities of MLLM agents across multi-session conversations. The dataset features realistic, persona-driven dialogues spanning 20 scenarios, each enriched with contextual images to test memory retention, recall, and reasoning over extended interactions. ๐ŸŽฏ Key Features Diverse Scenarios: Covering topics from AI & Robotics to Dailyโ€ฆ See the full description on the dataset page: https://huggingface.co/datasets/Ethan-Bei/Mem-Gallery.

Author / organizationEthan-Bei
License (as declared)mit
Downloads2.5K (as reported by Hugging Face)
Likes5
Created7 January 2026
Last updated at source8 January 2026
Agent MemoryMLLM AgentMultimodal MemoryLong-term MemoryMulti-Session Conversation
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  • 16 Oct 2026 Description: ๐Ÿ“– Overview Mem-Gallery is a comprehensive benchmark dataset designed to evaluate multimodal long-term memory capabilities of MLLM agents across multi-session conversations. The dataset features realistic, persona-driven dialogues spanning โ†’ ๐Ÿ“– Overview Mem-Gallery is a comprehensive benchmark dataset designed to evaluate multimodal long-term memory capabilities of MLLM agents across multi-session conversations. The dataset features realistic, persona-driven dialogues spanning

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