Knowledge Editing on QAEdit
75.1ReliabilityEtCon
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| EtConBackbone=Qwen2.5-7B Instruct2025.12 | 75.1 | 63 | 32.3 | 56.8 | |
| FT-M+Con.Backbone=Qwen2.5-7B Instruct, Consolidation=true2025.12 | 42.3 | 34.1 | 31.9 | 36.1 | |
| MMKE+Con.Backbone=Qwen2.5-7B Instruct, Consolidation=true2025.12 | 37.2 | 31.4 | 31 | 33.2 | |
| FT-MBackbone=Qwen2.5-7B Instruct, Consolidation=false2025.12 | 14.6 | 14.5 | 30.7 | 19.9 | |
| MMKEBackbone=Qwen2.5-7B Instruct, Consolidation=false2025.12 | 12.2 | 10.4 | 34.2 | 18.9 | |
| PreBackbone=Qwen2.5-7B Instruct2025.12 | 9.8 | 10.1 | 36.2 | 18.7 | |
| ALPHABackbone=Qwen2.5-7B Instruct, Consolidation=false2025.12 | 0 | 0 | 0 | 0 | |
| ALPHA+Con.Backbone=Qwen2.5-7B Instruct, Consolidation=true2025.12 | 0 | 0 | 0 | 0 |