Agent Memory Management on FORGETEVAL Template suite (1000 cases)
99.5Pass RateLangMem (LG InMemStore)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| LangMem (LG InMemStore)Seed=42, Distractors=4, Embedder=all-MiniLM-L6-v2, Device=single CPU, API usage=none2026.06 | 99.5 | 995 | 98.83 | |
| LETHE v1Seed=42, Distractors=4, Embedder=all-MiniLM-L6-v2, Device=single CPU, API usage=none2026.06 | 99.3 | 993 | 98.56 | |
| MEM0 v2.0.2Seed=42, Distractors=4, Embedder=all-MiniLM-L6-v2, Device=single CPU, API usage=none2026.06 | 88.8 | 888 | 86.69 | |
| MEMPALACESeed=42, Distractors=4, Embedder=all-MiniLM-L6-v2, Device=single CPU, API usage=none2026.06 | 0 | 0 | 0 |