Factual Reconstruction on LongMemEval (test)
94.36F1 ScoreNextMem-Dense
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| NextMem-Dense2026.02 | 94.36 | 96.2 | 95.55 | 94.66 | 87.84 | 99.05 | |
| NextMem-Sparse2026.02 | 93.62 | 95.54 | 94.86 | 93.97 | 86.92 | 98.91 | |
| ICAE2026.02 | 70.15 | 75.1 | 70.07 | 66.34 | 46.9 | 95.35 | |
| DeepSeek-OCR2026.02 | 46.85 | 53.75 | 51.06 | 41.16 | 27.13 | 86.81 | |
| DyPRAG2026.02 | 13.38 | 16.43 | 13.31 | 6.43 | 0 | 83.6 |