Factual Reconstruction on LoCoMo (test)
96.15F1NextMem-Sparse
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| NextMem-Sparse2026.02 | 96.15 | 97.41 | 97.05 | 96.37 | 90.7 | 99.44 | |
| NextMem-Dense2026.02 | 96.11 | 97.42 | 97.04 | 96.4 | 90.63 | 99.46 | |
| ICAE2026.02 | 69.86 | 78.15 | 75.15 | 70.43 | 47.3 | 95.6 | |
| DeepSeek-OCR2026.02 | 51.79 | 64.21 | 62.72 | 46.27 | 31.39 | 89.62 | |
| DyPRAG2026.02 | 9.01 | 11.43 | 9.32 | 5.01 | 0 | 83.35 |