Agent Memory Retrieval on LoCoMo zero-cloud Mode A
85.2LoCoMo ScoreZep v3
Evaluation results
| Method | Links | |
|---|---|---|
| Zep v3Local=No, Retrieval Channels=3, Mathematical Forgetting=No, Embedding Quantization=No, Memory Parameterization=No, Automatic Lifecycle=No, Bayesian Trust Defense=No2026.04 | 85.2 | |
| LettaLocal=No, Retrieval Channels=1, Mathematical Forgetting=No, Embedding Quantization=No, Memory Parameterization=No, Automatic Lifecycle=Partial, Bayesian Trust Defense=No2026.04 | 83 | |
| SLM V3.2Local=Yes, Retrieval Channels=4, Mathematical Forgetting=No, Embedding Quantization=No, Memory Parameterization=No, Automatic Lifecycle=Yes, Bayesian Trust Defense=Yes2026.04 | 74.8 | |
| SLM V3.3Local=Yes, Retrieval Channels=7, Mathematical Forgetting=Yes, Embedding Quantization=Yes, Memory Parameterization=Yes, Automatic Lifecycle=Yes, Bayesian Trust Defense=Yes2026.04 | 70.4 | |
| Mem0Local=No, Retrieval Channels=1, Mathematical Forgetting=No, Embedding Quantization=No, Memory Parameterization=No, Automatic Lifecycle=No, Bayesian Trust Defense=No2026.04 | 64.2 |