Knowledge Retention on Sequential Unlearning 16-task Retained Data Avg
100SpecificityVicuna
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| VicunaMode=Zero-shot2026.03 | 100 | 100 | 100 | 100 | 100 | |
| CORE2026.03 | 95.09 | 85.03 | 78.5 | 82.04 | 58.46 | |
| O32026.03 | 91.85 | 81.89 | 78.2 | 80.72 | 53.67 | |
| MoEAdapter2026.03 | 90.48 | 54.34 | 68.1 | 73.27 | 42.34 | |
| EWC2026.03 | 80.37 | 55.46 | 58.8 | 62.62 | 23.27 | |
| EProj2026.03 | 77.65 | 47.45 | 56.22 | 60.1 | 20.24 | |
| LwF2026.03 | 77.41 | 55.16 | 56.82 | 61.06 | 20.98 | |
| SCRUB2026.03 | 72.5 | 36.01 | 52.45 | 56.37 | 17.26 | |
| GMM2026.03 | 72.22 | 38.84 | 52.85 | 57.01 | 17.39 |