| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Source domain | LaLoRA | Source Domain Accuracy65.9 | 23 | 1mo ago | |
| MMLU (full) | MMLU Accuracy58 | 20 | 1mo ago | ||
| RWKU Neighbor Set | DirectQA | FB Score64.64 | 17 | 3d ago | |
| Internal e-commerce benchmark Neighbours medium-scale seller 387 items | Rouge Score80.8 | 14 | 1mo ago | ||
| Proposed Driving Benchmark | RecogDrive-8B | KRR74 | 9 | 11d ago | |
| Sequential Unlearning 16-task Retained Data Avg | Specificity100 | 9 | 25d ago | ||
| MUSE Retain set (Dr) | KnowMem56 | 9 | 1mo ago | ||
| 16-task Sequential Unlearning Retained Data Last | CORE | Specificity96.54 | 8 | 25d ago | |
| internal e-commerce benchmark large-scale seller 1065 items (Neighbours) | ME+GD | Rouge Score58.2 | 8 | 1mo ago | |
| RWKU Famous People Neighbor Set | ICU | FB Score56.6 | 7 | 1mo ago |
