Knowledge Editing on Knowledge Editing Locality
100Metric TSERAC
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SERACModel=InstructBLIP2026.04 | 100 | 99.61 | |
| SERACModel=LLaVA2026.04 | 100 | 99.56 | |
| SERACModel=Qwen-VL2026.04 | 96.18 | 97.92 | |
| DECODEModel=Qwen-VL2026.04 | 68.52 | 93.92 | |
| DECODEModel=LLaVA2026.04 | 54.31 | 55.77 | |
| DECODEModel=InstructBLIP2026.04 | 46.11 | 45.45 | |
| IKEModel=Qwen-VL2026.04 | 43.63 | 72.8 | |
| FiNEModel=InstructBLIP2026.04 | 40.12 | 48.8 | |
| FTModel=InstructBLIP2026.04 | 32.05 | 20.95 | |
| FiNEModel=LLaVA2026.04 | 27.96 | 34.11 | |
| FTModel=LLaVA2026.04 | 21.07 | 20.38 | |
| FiNEModel=Qwen-VL2026.04 | 18.79 | 18.15 | |
| IKEModel=LLaVA2026.04 | 9.16 | 38.12 | |
| IKEModel=InstructBLIP2026.04 | 2.48 | 1.63 | |
| FTModel=Qwen-VL2026.04 | 0.74 | 6.97 |