| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| TOFU 5% (forget set) | FQ-13.591 | 25 | 4d ago | ||
| MT-Bench | Base Model | Fluency5.62 | 18 | 4d ago | |
| MMLU | Base Model | Accuracy62.19 | 18 | 4d ago | |
| UNCD-Cyber (Retain) | Base Model | In-Domain Accuracy57.19 | 18 | 4d ago | |
| UNCD-Cyber (Forget) | Base Model | Accuracy61.96 | 18 | 4d ago | |
| NEWS | NPO+KLR | Verification Memory (VerMem)22.09 | 16 | 4d ago | |
| BOOKS | GA+GDR | VerMem0 | 16 | 4d ago | |
| RWKU | R2F | USR89.3 | 16 | 4d ago | |
| TOFU | LUNE | USR89 | 8 | 4d ago | |
| KnowUnDo | LUNE | USR91.8 | 8 | 4d ago | |
| EDU-RELAT | Yao-Neg | USR91.6 | 8 | 4d ago |
