| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Memory Extraction | HaluMem | Memory Accuracy95.66 | 12 | |
| Memory Management | HaluMem | Memory Updating47.28 | 11 | |
| Question Answering | HaluMem | Metric C67.23 | 9 | |
| Memory Updating | HaluMem | C Score94.55 | 9 | |
| Memory QA | HaluMem Medium | C Score67.23 | 8 | |
| Memory Updating | HaluMem Medium | C Score62.11 | 8 | |
| Memory Extraction | HaluMem Medium | R Score74.07 | 7 | |
| Question Answering | HaluMem | Accuracy62.26 | 5 |