Question Answering on LoCoMo All convs.
88.25Accuracy (Non-Adv)DEFERMEM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DEFERMEM2026.05 | 88.25 | 97.09 | 0 | 83.56 | |
| GAM2026.05 | 79.68 | 66.59 | 100,040 | 120.19 | |
| DEFERMEM†variant=DEFERMEM-LME2026.05 | 79.68 | 87.67 | 0 | 86.71 | |
| MemGAS2026.05 | 76.88 | 82.96 | 49,210 | 123.97 | |
| LightMem2026.05 | 72.99 | 90.81 | 85,190 | 815.32 | |
| FullText2026.05 | 71.83 | 65.92 | — | — | |
| A-Mem2026.05 | 64.16 | 76.23 | 1,149,430 | 6,060.73 | |
| NaiveRAG2026.05 | 63.64 | 71.75 | 0 | 188.4 | |
| Mem02026.05 | 61.69 | 83.63 | 1,693,390 | 4,432.87 | |
| MemoryOS2026.05 | 58.25 | 79.37 | 287,000 | 2,422.05 |