Knowledge Editing on MQuAKE-3K
99.8EfficacyACE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ACEBase Model=GPT-J2025.10 | 99.8 | 91.2 | 79.2 | |
| ACEBase Model=Qwen3-8B2025.10 | 99.4 | 94.2 | 81.8 | |
| FTBase Model=GPT-J2025.10 | 98.4 | 74.5 | 83.8 | |
| FTBase Model=Qwen3-8B2025.10 | 97.1 | 73.2 | 79.6 | |
| PMETBase Model=GPT-J2025.10 | 81.6 | 65.8 | 74.6 | |
| PMETBase Model=Qwen3-8B2025.10 | 75.6 | 68.9 | 64.4 | |
| ROMEBase Model=GPT-J2025.10 | 64.2 | 61.6 | 66.8 | |
| MEMITBase Model=GPT-J2025.10 | 62.8 | 66.2 | 70 | |
| MEMITBase Model=Qwen3-8B2025.10 | 53.6 | 61.8 | 64.7 | |
| ROMEBase Model=Qwen3-8B2025.10 | 51.8 | 49.3 | 57.2 |