Sequential Model Editing on CounterFact T = 10000
86EfficacyBetaEdit
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| BetaEditBackbone=GPT-J-6B2026.05 | 86 | 41.8 | 4.1 | |
| AlphaEditBackbone=GPT-J-6B2026.05 | 82.6 | 40.3 | 3.9 | |
| BetaEditBackbone=Qwen3-4B-Instruct2026.05 | 78.5 | 54.8 | 3.8 | |
| BetaEditBackbone=LLaMA3-8B-Instruct2026.05 | 73.2 | 57.4 | 10.2 | |
| PMETBackbone=GPT-J-6B2026.05 | 30 | 18 | 2.5 | |
| MEMITBackbone=GPT-J-6B2026.05 | 27.2 | 15.5 | 2.3 | |
| Pre-editedBackbone=GPT-J-6B2026.05 | 0.4 | 0.5 | 14.4 | |
| Pre-editedBackbone=Qwen3-4B-Instruct2026.05 | 0.3 | 0.4 | 14 | |
| Pre-editedBackbone=LLaMA3-8B-Instruct2026.05 | 0.3 | 0.4 | 21.8 |