Reasoning Editing on ContextHub (Level 3)
65.6GeneralityREdit
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| REditBackbone=Gemma-3-1B-IT2026.03 | 65.6 | 87.3 | |
| BIMTBackbone=Gemma-3-1B-IT2026.03 | 62.6 | 87.6 | |
| AlphaEditBackbone=Gemma-3-1B-IT2026.03 | 62.3 | 87.3 | |
| LoRABackbone=Gemma-3-1B-IT2026.03 | 62 | 87 | |
| ROMEBackbone=Gemma-3-1B-IT2026.03 | 59.5 | 88 | |
| RawBackbone=Gemma-3-1B-IT2026.03 | 55.3 | — | |
| REdit2026.03 | 55 | 94.4 | |
| AlphaEdit2026.03 | 54.2 | 92.2 | |
| BIMTediting_method=LoRA-based2026.03 | 52.6 | 52.3 | |
| ROME2026.03 | 51.5 | 94.6 | |
| LoRA2026.03 | 50.1 | 92.3 | |
| Rawstatus=unedited LLM2026.03 | 45.1 | — |