Utility Preservation on RWKU Famous People Utility Set
68.3GANPO
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| NPOBackbone=Phi-3-Mini-4K-Instruct2026.01 | 68.3 | 43 | 33.9 | 41.7 | 133.15 | |
| GABackbone=Phi-3-Mini-4K-Instruct2026.01 | 68.1 | 38.9 | 34.8 | 38.6 | 133.67 | |
| BASEBackbone=Phi-3-Mini-4K-Instruct2026.01 | 68 | 42.8 | 34.8 | 38.3 | 133.58 | |
| RTBackbone=Phi-3-Mini-4K-Instruct2026.01 | 67.6 | 43.2 | 35.2 | 43.5 | 121.4 | |
| DPOBackbone=Phi-3-Mini-4K-Instruct2026.01 | 67.3 | 42.2 | 35.7 | 25.6 | 135.23 | |
| ICUBackbone=Phi-3-Mini-4K-Instruct2026.01 | 67.2 | 42.7 | 39.2 | 39.9 | 127.36 | |
| PURGEBackbone=Phi-3-Mini-4K-Instruct2026.01 | 64.4 | 41.8 | 32.7 | 42.3 | 140.9 |