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Benchmarks
Open Domain on LoCoMo (test)
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59
LLM Score
LangMem
27.592
35.746
43.9
52.054
Jan 13, 2026
LLM Score
F1
BLEU-1
Updated 3mo ago
Evaluation Results
Method
Method
Links
LLM Score
F1
BLEU-1
LangMem
LLM=GPT-4.1-mini
2026.01
59
32.8
26.4
FullContext
LLM=GPT-4.1-mini
2026.01
56.6
28.4
22.2
SwiftMem
LLM=GPT-4.1-mini
2026.01
55.2
25.8
29.9
Nemori
LLM=GPT-4.1-mini
2026.01
54.2
27.8
21.5
Mem0
LLM=GPT-4.1-mini
2026.01
47.9
23.7
17.7
Zep
LLM=GPT-4.1-mini
2026.01
43.8
24.2
19.3
RAG
LLM=GPT-4.1-mini
2026.01
28.8
17.9
13.9
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