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Benchmarks
Single-Hop on LoCoMo (test)
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86.9
LLM Score
FullContext
33.86
47.63
61.4
75.17
Jan 13, 2026
LLM Score
F1
BLEU-1
Updated 4d ago
Evaluation Results
Method
Method
Links
LLM Score
F1
BLEU-1
FullContext
LLM=GPT-4.1-mini
2026.01
86.9
61.4
53.4
Nemori
LLM=GPT-4.1-mini
2026.01
85
55.1
48.8
LangMem
LLM=GPT-4.1-mini
2026.01
84.5
51
43.6
SwiftMem
LLM=GPT-4.1-mini
2026.01
76.7
45.5
48
Mem0
LLM=GPT-4.1-mini
2026.01
71.4
48.6
42
Zep
LLM=GPT-4.1-mini
2026.01
66.9
45.5
40
RAG
LLM=GPT-4.1-mini
2026.01
35.9
25.8
22
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