Dense Passage Retrieval on LongMemEval
0.896Hit@5BGE
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| BGEoracle=true2026.02 | 0.896 | 0.7958 | 0.6934 | 0.6037 | 0.9876 | 0.6793 | |
| NextMemvariant=Dense2026.02 | 0.822 | 0.6805 | 0.5445 | 0.435 | 0.7768 | 0.5279 | |
| NextMemvariant=Sparse2026.02 | 0.814 | 0.674 | 0.5428 | 0.4326 | 0.7695 | 0.5244 | |
| ICAE2026.02 | 0.548 | 0.4169 | 0.2437 | 0.184 | 0.3606 | 0.2596 | |
| DeepSeek-OCR2026.02 | 0.42 | 0.3125 | 0.1528 | 0.1133 | 0.2315 | 0.1747 |