Long-term conversational Question Answering on LoCoMo10 (test)
31Multi-Hop AccuracyHiGMem
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| HiGMem2026.04 | 31 | 34 | 15 | 49 | 78 | 1.2 | |
| A-Mem2026.04 | 27 | 39 | 10 | 42 | 54 | 2.2 | |
| Base LLM2026.04 | 25 | 39 | 12 | 44 | 30 | 2.2 | |
| ReadAgent2026.04 | 9 | 13 | 5 | 10 | 10 | 4.2 | |
| MemoryBank2026.04 | 5 | 10 | 6 | 7 | 7 | 4.8 |