Agent Memory Retrieval on LoCoMo
87.7AccuracySLM V3.2 Mode C
Evaluation Results
| Method | Links | |
|---|---|---|
| SLM V3.2 Mode CCloud?=Yes, Capabilities=4-channel, Fisher-Rao2026.04 | 87.7 | |
| Zep v3Cloud?=Yes, Capabilities=Bi-temporal KG, triple-modality2026.04 | 85.2 | |
| Letta v2Cloud?=Yes, Capabilities=LLM-managed memory2026.04 | 83 | |
| SLM V3.2 Mode ACloud?=No, Capabilities=4-channel, Fisher-Rao2026.04 | 74.8 | |
| SLM V3.3 Mode ACloud?=No, Capabilities=7-ch, forget, quant, trust, param2026.04 | 70.4 | |
| Mem0Cloud?=Yes, Capabilities=Vector + graph overlay2026.04 | 64.2 |