| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Personalized Retrieval | PersonaBench | Latency@5 (Time)7.64 | 9 | |
| Personalized retrieval and QA over heterogeneous user corpora | PersonaBench Noise Level 0.7 | F1 Score25.09 | 8 | |
| Personalized retrieval and QA over heterogeneous user corpora | PersonaBench Noise Level 0.5 | F1 Score25.99 | 8 | |
| Personalized retrieval and QA over heterogeneous user corpora | PersonaBench Noise Level 0.3 | F1 Score29.89 | 8 | |
| Personalized retrieval and QA over heterogeneous user corpora | PersonaBench w/o Noise | F1 Score32.27 | 8 |