Knowledge Editing on Counterfact (val)
1Relational ScoreGRACE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| GRACEBase Model=Llama2-7B2025.06 | 1 | 0 | 0.99 | 0.67 | |
| ONCEEDITBase Model=Llama2-7B2025.06 | 0.99 | 0.82 | 0.36 | 0.72 | |
| GRACEBase Model=Mistral-7B-v0.12025.06 | 0.99 | 0 | 0.99 | 0.67 | |
| ONCEEDITBase Model=Mistral-7B-v0.12025.06 | 0.94 | 0.76 | 0.37 | 0.69 | |
| MEMITBase Model=Mistral-7B-v0.12025.06 | 0.79 | 0.72 | 0.01 | 0.5 | |
| WISEBase Model=Llama2-7B2025.06 | 0.34 | 0.04 | 0.09 | 0.16 | |
| WISEBase Model=Mistral-7B-v0.12025.06 | 0.33 | 0.08 | 0.65 | 0.35 | |
| MEMITBase Model=Llama2-7B2025.06 | 0.03 | 0.03 | 0.03 | 0.03 |