Knowledge Editing on Knowledge Editing Aggregate Performance
88.57Average EMDECODE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DECODEModel=Qwen-VL2026.04 | 88.57 | 86.59 | |
| DECODEModel=LLaVA2026.04 | 78.45 | 78.77 | |
| DECODEModel=InstructBLIP2026.04 | 75.7 | 76.12 | |
| FTModel=InstructBLIP2026.04 | 74.35 | 74.38 | |
| SERACModel=InstructBLIP2026.04 | 73.82 | 73.42 | |
| FTModel=LLaVA2026.04 | 73.42 | 73.41 | |
| SERACModel=LLaVA2026.04 | 73.21 | 73.76 | |
| SERACModel=Qwen-VL2026.04 | 72.91 | 72.64 | |
| FiNEModel=LLaVA2026.04 | 72.81 | 71.84 | |
| FTModel=Qwen-VL2026.04 | 66.79 | 67.31 | |
| FiNEModel=InstructBLIP2026.04 | 64.06 | 67.02 | |
| FiNEModel=Qwen-VL2026.04 | 61.06 | 58.82 | |
| IKEModel=Qwen-VL2026.04 | 52.21 | 55.37 | |
| IKEModel=LLaVA2026.04 | 19.92 | 58.55 | |
| IKEModel=InstructBLIP2026.04 | 4.91 | 42.37 |