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Benchmarks
Memory Retrieval on ActMemEval
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86.03
Retrieval Accuracy
NaiveRAG
55.714
63.5845
71.455
79.3255
Feb 4, 2026
Retrieval Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Retrieval Accuracy
NaiveRAG
LLM=GPT-4o-mini
2026.02
86.03
NaiveRAG
LLM=DeepSeek-V3
2026.02
84.86
ActMem
LLM=GPT-4o-mini
2026.02
76.92
ActMem
LLM=DeepSeek-V3
2026.02
71.66
Mem0
LLM=GPT-4o-mini
2026.02
69.19
Mem0
LLM=DeepSeek-V3
2026.02
68.02
LightMem
LLM=GPT-4o-mini
2026.02
66.59
A-Mem
LLM=GPT-4o-mini
2026.02
66.41
A-Mem
LLM=DeepSeek-V3
2026.02
64.31
LightMem
LLM=DeepSeek-V3
2026.02
56.88
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