| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| PersonaMem 128K context length | CoMAM | Query-Answering Accuracy70 | 60 | 2d ago | |
| PersonaMem 32K context length | ElasticMem | Query-Answering Accuracy90 | 60 | 2d ago | |
| PersonaMem 1M context length | TreeMem | Query-Answering Accuracy72 | 38 | 27d ago | |
| ICEWS18+H | QTO | 1p Path Metric32.5 | 10 | 3mo ago | |
| NELL995+H | QTO | 1p Success Rate77.3 | 10 | 3mo ago | |
| FB15k237+H | QTO | 1p Success Rate0.671 | 10 | 3mo ago |
