Knowledge Editing on Counterfact (test)
99.86RwALGA
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| LGAModel=LLaMA2-7B, Edit method=R-ROME2026.02 | 99.86 | 78.86 | 96.7 | 54.76 | 82.55 | |
| CMAModel=LLaMA2-7B, Edit method=R-ROME2026.02 | 99.79 | 78.51 | 87.21 | 52.53 | 79.51 | |
| ROMESelection=LGA, Model=GPT-2 XL2026.02 | 99.68 | 39.74 | 86.67 | 43.67 | 66.01 | |
| EMMETSelection=CMA, Model=GPT-2 XL2026.02 | 99.57 | 33.3 | 56.93 | 39.05 | 57.21 | |
| EMMETSelection=LGA, Model=GPT-2 XL2026.02 | 99.25 | 35.5 | 65.65 | 40.81 | 60.3 | |
| CMAModel=Gemma3-12B, Edit method=R-ROME2026.02 | 99.25 | 65.33 | 86.82 | 43.03 | 73.61 | |
| ROMESelection=CMA, Model=GPT-2 XL2026.02 | 99.14 | 35.45 | 85.79 | 44.09 | 64.59 | |
| LGAModel=Gemma3-12B, Edit method=R-ROME2026.02 | 97.85 | 68.42 | 82.64 | 43.32 | 73.06 | |
| R-ROMESelection=LGA, Model=GPT-2 XL2026.02 | 95.92 | 71.54 | 95.6 | 43.62 | 76.67 | |
| LGAModel=GPT-2 XL, Edit method=R-ROME2026.02 | 95.92 | 71.54 | 95.6 | 43.62 | 76.67 | |
| R-ROMESelection=CMA, Model=GPT-2 XL2026.02 | 94.2 | 62.84 | 96.13 | 43.87 | 74.26 | |
| CMAModel=GPT-2 XL, Edit method=R-ROME2026.02 | 94.2 | 62.84 | 96.13 | 43.87 | 74.26 |