Retrieval on LongMemEval-M
77.4Recall@5SelRoute
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SelRouteDomain=Conversational memory, n=500, Best Model=bge-base2026.04 | 77.4 | — | — | |
| RF-MemRetriever Backbone=BAAI/bge-base-en-v1.5, Time=44.74ms2026.03 | 51.55 | 66.35 | 83.29 | |
| Recol.Retriever Backbone=BAAI/bge-base-en-v1.5, Time=58.05ms2026.03 | 51.31 | 66.35 | 82.34 | |
| Fami.Retriever Backbone=BAAI/bge-base-en-v1.5, Time=30.77ms2026.03 | 49.64 | 66.11 | 83.05 | |
| RF-MemRetriever Backbone=multi-qa-MiniLM-L6-cos-v1, Time=41.22ms2026.03 | 43.91 | 56.09 | 76.13 | |
| RF-MemRetriever Backbone=all-mpnet-base-v2, Time=50.80ms2026.03 | 43.91 | 58.94 | 76.84 | |
| Recol.Retriever Backbone=all-mpnet-base-v2, Time=62.11ms2026.03 | 43.86 | 58.71 | 74.22 | |
| Recol.Retriever Backbone=multi-qa-MiniLM-L6-cos-v1, Time=57.93ms2026.03 | 43.68 | 55.85 | 75.9 | |
| Fami.Retriever Backbone=multi-qa-MiniLM-L6-cos-v1, Time=27.72ms2026.03 | 41.77 | 54.65 | 75.18 | |
| Fami.Retriever Backbone=all-mpnet-base-v2, Time=33.18ms2026.03 | 41.76 | 54.89 | 76.37 |