Question Answering on LoCoMo (Adversarial)
4.94F1 ScoreA-Mem
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| A-MemA-TMA=true2026.07 | 4.94 | 4.94 | 54.32 | |
| AtomMem2026.07 | 4.48 | 4.48 | 39.24 | |
| InsideOutA-TMA=true2026.07 | 3.59 | 3.59 | 30.49 | |
| MemoryLLM2026.07 | 3.36 | 3.36 | 39.46 | |
| M+2026.07 | 3.14 | 3.14 | 42.6 | |
| Graphiti/ZepA-TMA=true2026.07 | 3.14 | 3.14 | 41.93 | |
| AriadneMem2026.07 | 2.91 | 2.91 | 15.7 | |
| A-MemA-TMA=false2026.07 | 2.47 | 2.47 | 49.38 | |
| Graphiti/ZepA-TMA=false2026.07 | 2.02 | 2.02 | 45.96 | |
| InsideOutA-TMA=false2026.07 | 1.35 | 1.35 | 34.98 | |
| SeCom2026.07 | 1.12 | 1.12 | 37 | |
| Mem02026.07 | 0.45 | 0.45 | 59.19 |