Mechanistic Localization on Arithmetic Dataset
1.68CDKN
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| KNCategory=Intervention, Updating=Editing2026.05 | 1.68 | 0.72 | 1,315 | 72 | 23 | |
| MEMITCategory=Intervention, Updating=Editing2026.05 | 1.64 | 0.74 | 1,344 | 71 | 22 | |
| CLUE (EdgePruning)Category=Circuit, Updating=Fine-Tuning2026.05 | 1.55 | 0.87 | 1,205 | 74 | 25 | |
| WAGLECategory=Gradient, Updating=Fine-Tuning2026.05 | 1.31 | 0.89 | 1,157 | 74 | 25 | |
| DEPNCategory=Gradient, Updating=Fine-Tuning2026.05 | 1.29 | 0.85 | 1,137 | 72 | 26 | |
| CLUE (EAP)Category=Circuit, Updating=Fine-Tuning2026.05 | 1.27 | 0.88 | 1,212 | 73 | 26 |