Sequential Knowledge Editing on WikiBigEdit
99.2ReliabilityHoReN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| HoReN#Edits=500, Base Model=LLaMA-3.1-8B2026.05 | 99.2 | 76.7 | 68.2 | |
| HoReN#Edits=1000, Base Model=LLaMA-3.1-8B2026.05 | 98.7 | 75.3 | 65.4 | |
| HoReN#Edits=3000, Base Model=LLaMA-3.1-8B2026.05 | 98.6 | 75.4 | 63.1 | |
| AlphaEdit#Edits=500, Base Model=LLaMA-3.1-8B2026.05 | 82.5 | 60.5 | 26.7 | |
| AlphaEdit#Edits=3000, Base Model=LLaMA-3.1-8B2026.05 | 79.9 | 65.1 | 16.9 | |
| AlphaEdit#Edits=1000, Base Model=LLaMA-3.1-8B2026.05 | 79.7 | 61.8 | 19.4 |