Knowledge Editing on FINE-KED LLaMA-3 (test)
100EfficacyFT
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| FTBackbone=LLaMA3 (8B)2025.05 | 100 | 69.4 | 63 | 49.6 | 62.8 | |
| ROME-CBackbone=LLaMA3 (8B)2025.05 | 99.9 | 65.5 | 57.9 | 60.9 | 62.3 | |
| ROMEBackbone=LLaMA3 (8B)2025.05 | 99.8 | 56.8 | 50.7 | 47.8 | 53 | |
| DiKEBackbone=LLaMA3 (8B)2025.05 | 99.1 | 72.7 | 65.3 | 72.4 | 70.6 | |
| MEMITBackbone=LLaMA3 (8B)2025.05 | 98.7 | 64.6 | 54.9 | 62.6 | 61.5 | |
| AlphaEditBackbone=LLaMA3 (8B)2025.05 | 98.2 | 68.1 | 59.2 | 67.8 | 65.6 | |
| MEMIT-CBackbone=LLaMA3 (8B)2025.05 | 97.2 | 68.1 | 60.3 | 69.2 | 66.3 | |
| MENDBackbone=LLaMA3 (8B)2025.05 | 94.3 | 71.5 | 63.4 | 54.7 | 65.2 | |
| BASEBackbone=LLaMA3 (8B)2025.05 | 23.9 | 81.1 | 80.3 | 81.3 | 80.9 |