| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| LoCoMo | True Memory Pro | Overall F193 | 128 | 1d ago | |
| LongMemEval S (test) | EMem-G | KU (Knowledge Update)94.4 | 30 | 28d ago | |
| LongMemEvalS | Overall Score95.6 | 23 | 1mo ago | ||
| LongMemEval S | MemoryOS | Single-User Score97.14 | 12 | 16d ago | |
| LongMemEval single run | Memory-R1-GRPO | F1 Score46.7 | 7 | 1mo ago | |
| LongMemEval | DeMem | Accuracy71.45 | 6 | 21d ago | |
| LongMemEval-S Full-500 official protocol | zenbrain | Mean Accuracy47.7 | 4 | 1mo ago |
