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Retrieval on LoCoMo real Retrieval post-G4
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0.099
Precision@5
mem0
0.0418
0.05665
0.0715
0.08635
Apr 26, 2026
Precision@5
Recall@5
MRR
NDCG@5
F1 Score
J-Metric (S-4.5, 3x)
J-Metric (O-4.6)
J-Metric (G-4o, 3x)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Precision@5
Recall@5
MRR
NDCG@5
F1 Score
J-Metric (S-4.5, 3x)
J-Metric (O-4.6)
J-Metric (G-4o, 3x)
mem0
Embedding backbone=nom...
2026.04
0.099
0.452
0.207
0.306
0.162
0.353
0.446
0.35
letta
Embedding backbone=nom...
2026.04
0.092
0.4
0.307
0.319
0.15
0.373
0.465
0.427
zenbrain
Embedding backbone=nom...
2026.04
0.081
0.351
0.264
0.274
0.128
0.38
0.451
0.415
a-mem
Embedding backbone=nom...
2026.04
0.044
0.193
0.128
0.14
0.072
0.218
0.309
0.222
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