Factual Reconstruction on HotpotQA (test)
98.2F1NextMem-Dense
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| NextMem-Dense2026.02 | 98.2 | 98.62 | 98.54 | 98.2 | 96.33 | 99.66 | |
| NextMem-Sparse2026.02 | 98.05 | 98.42 | 98.33 | 98.1 | 96.12 | 99.62 | |
| ICAE2026.02 | 78.9 | 85.7 | 83.4 | 74.93 | 57.82 | 95.81 | |
| DeepSeek-OCR2026.02 | 45.4 | 54.92 | 53.74 | 39.87 | 24.32 | 86.64 | |
| DyPRAG2026.02 | 3.05 | 3.47 | 3.37 | 1.87 | 0 | 79.83 |