Reasoning Editing on ContextHub Level 1
74.1GeneralityREdit
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| REdit2026.03 | 74.1 | 94.3 | |
| BIMTediting_method=LoRA-based2026.03 | 72.2 | 61.5 | |
| AlphaEdit2026.03 | 67.9 | 87 | |
| ROME2026.03 | 67.8 | 89.8 | |
| LoRA2026.03 | 63.8 | 84.9 | |
| Rawstatus=unedited LLM2026.03 | 60.7 | — | |
| REditBackbone=Gemma-3-1B-IT2026.03 | 0.708 | 0.806 | |
| AlphaEditBackbone=Gemma-3-1B-IT2026.03 | 0.694 | 0.763 | |
| BIMTBackbone=Gemma-3-1B-IT2026.03 | 0.683 | 0.722 | |
| LoRABackbone=Gemma-3-1B-IT2026.03 | 0.648 | 0.763 | |
| ROMEBackbone=Gemma-3-1B-IT2026.03 | 0.573 | 0.765 | |
| RawBackbone=Gemma-3-1B-IT2026.03 | 0.471 | — |