Question Answering on LoCoMo w/o conv-26
87.9Accuracy (Non-Adversarial)DEFERMEM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DEFERMEM2026.05 | 87.9 | 96.99 | 0 | 83.56 | |
| DEFERMEM†variant=DEFERMEM-LME2026.05 | 79.76 | 87.22 | 0 | 86.71 | |
| GAM2026.05 | 79.47 | 67.92 | 100.04 | 120.19 | |
| MemGAS2026.05 | 77.09 | 84.46 | 49.21 | 123.97 | |
| FullText2026.05 | 71.97 | 66.42 | — | — | |
| LightMem2026.05 | 69.74 | 92.73 | 85.19 | 815.32 | |
| A-Mem2026.05 | 64.05 | 76.69 | 1,149.43 | 6,060.73 | |
| NaiveRAG2026.05 | 62.82 | 72.18 | 0 | 188.4 | |
| Memory-R12026.05 | 62.74 | — | — | — | |
| Mem02026.05 | 61.17 | 83.46 | 1,693.39 | 4,432.87 | |
| MemoryOS2026.05 | 58.36 | 79.2 | 287 | 2,422.05 |