Retrieval on LoCoMo
69.39Recall@3Nano-Memory
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Nano-MemoryRetriever=Contriever2026.04 | 69.39 | 71.19 | 76.33 | 74.58 | 86.46 | 77.99 | 0.74 | |
| MemGASRetriever=Contriever2026.04 | 56.85 | 59.22 | 67.98 | 64.25 | 81.22 | 68.71 | 2.64 | |
| HippoRAG 2Retriever=Contriever2026.04 | 56.6 | 58.37 | 65.06 | 62.5 | 78.05 | 66.79 | 3.7 | |
| SeComRetriever=Contriever2026.04 | 52.97 | 54.03 | 64.05 | 59.37 | 78.25 | 64.28 | 2.17 | |
| ContrieverRetriever=Contriever2026.04 | 49.95 | 52.15 | 58.31 | 56.29 | 71.8 | 60.91 | 1.24 | |
| MPCRetriever=Contriever2026.04 | 49.5 | 51.47 | 57.45 | 55.53 | 71.85 | 60.47 | 0.81 | |
| RecurSumRetriever=Contriever2026.04 | 47.23 | 48.99 | 59.01 | 54.58 | 74.97 | 60.07 | 1.26 | |
| MPNetRetriever=MPNet2026.04 | 45.92 | 47.68 | 53.98 | 51.76 | 68.58 | 56.85 | 1.42 |