Dense Passage Retrieval on LoCoMo
80.07Hit Rate @5BGE
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| BGEoracle=true2026.02 | 80.07 | 48.24 | 50.61 | 31.81 | 79.53 | 41.66 | |
| NextMemvariant=Dense2026.02 | 43.77 | 21.32 | 24.18 | 11.83 | 34.55 | 17.68 | |
| NextMemvariant=Sparse2026.02 | 43.42 | 20.87 | 23.1 | 11.11 | 33.04 | 16.92 | |
| ICAE2026.02 | 12.1 | 5.3 | 5.77 | 2.54 | 7.89 | 4.11 | |
| DeepSeek-OCR2026.02 | 6.76 | 3.21 | 2.69 | 1.15 | 3.83 | 2.06 |