Multimodal Knowledge Editing on MMEdit 10-step sequential editing on VQA
91.5ReliabilityUniKE
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| UniKEediting_steps=102024.09 | 91.5 | 87.1 | 85.4 | 88.9 | 83.1 | |
| UniKEsequential editing steps=102024.09 | 91.5 | 87.1 | 85.4 | 88.9 | 83.1 | |
| MENDediting_steps=102024.09 | 90.6 | 86.3 | 79.5 | 87.4 | 76.1 | |
| MENDsequential editing steps=102024.09 | 90.6 | 86.3 | 79.5 | 87.4 | 76.1 | |
| SERACediting_steps=102024.09 | 87.4 | 84.4 | 82.7 | 87.9 | 12.5 | |
| SERACsequential editing steps=102024.09 | 87.4 | 84.4 | 82.7 | 87.9 | 12.5 | |
| KEediting_steps=102024.09 | 83.2 | 82.1 | 57.9 | 84.6 | 64.3 | |
| KEsequential editing steps=102024.09 | 83.2 | 82.1 | 57.9 | 84.6 | 64.3 | |
| T-Patcherediting_steps=102024.09 | 79.2 | 62.5 | 61.4 | 87.4 | 79.5 | |
| T-Patchersequential editing steps=102024.09 | 79.2 | 62.5 | 61.4 | 83.4 | 79.5 | |
| FTediting_steps=102024.09 | 67.8 | 62.4 | 58.3 | 66.9 | 62.3 | |
| FTsequential editing steps=102024.09 | 67.8 | 62.4 | 58.3 | 66.9 | 62.3 |