Sequential Knowledge Editing on Bi-ZsRE
80.53EfficacyORE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| OREBase Model=LLaMA-3-8B2026.06 | 80.53 | 76.31 | 26.81 | 61.22 | |
| LangEditBase Model=LLaMA-3-8B2026.06 | 73.18 | 66.95 | 31.11 | 57.08 | |
| AlphaEditBase Model=LLaMA-3-8B2026.06 | 71.88 | 66.55 | 30.47 | 56.3 | |
| NSEBase Model=LLaMA-3-8B2026.06 | 49.43 | 48.06 | 30.58 | 42.69 | |
| RECTBase Model=LLaMA-3-8B2026.06 | 41.01 | 38.58 | 20.8 | 33.46 | |
| FTBase Model=LLaMA-3-8B2026.06 | 31.41 | 29.97 | 15.29 | 25.56 | |
| ReFTBase Model=LLaMA-3-8B2026.06 | 26.07 | 25.54 | 15.22 | 22.28 | |
| PRUNEBase Model=LLaMA-3-8B2026.06 | 4.92 | 4.22 | 1.9 | 3.68 | |
| MEMITBase Model=LLaMA-3-8B2026.06 | 4.58 | 4.03 | 2.84 | 3.82 | |
| ROMEBase Model=LLaMA-3-8B2026.06 | 2.54 | 2.46 | 0.39 | 1.8 |