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Mem0: Scalable Long-Term Memory for AI Agents
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Mem0: Scalable Long-Term Memory for AI Agents
https://flashpapers.ai/p/aj25vx4q6t
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Prateek Chhikara, Dev Khant +3 more
cs.CL
2025
arXiv:2504.19413
Details ▸
Details ▴
LLM-as-a-Judge (Single-Hop):
67.13%
· LOCOMO
LLM-as-a-Judge (Multi-Hop):
51.15%
· LOCOMO
LLM-as-a-Judge (Temporal):
58.13% (Mem0g)
· LOCOMO
p95 Total Latency:
1.44s
· LOCOMO
Avg tokens per conversation:
7K
· LOCOMO
Overall LLM-as-a-Judge improvement over OpenAI:
26% relative
· LOCOMO
LLM-as-a-Judge (Single-Hop):
67.13%
· LOCOMO
LLM-as-a-Judge (Multi-Hop):
51.15%
· LOCOMO
LLM-as-a-Judge (Temporal):
58.13% (Mem0g)
· LOCOMO
p95 Total Latency:
1.44s
· LOCOMO
Avg tokens per conversation:
7K
· LOCOMO
Overall LLM-as-a-Judge improvement over OpenAI:
26% relative
· LOCOMO
Concepts:
Retrieval-Augmented Generation