Knowledge Editing on E-VQA 1,000 sequential edits
96.85ReliabilityDSCA
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| DSCABackbone=LLaVA-1.5-7B2026.04 | 96.85 | 93.1 | 88 | 100 | 98.2 | 95.23 | |
| LiveEditBackbone=LLaVA-1.5-7B2026.04 | 92.93 | 90.16 | 84.3 | 100 | 96.43 | 92.76 | |
| SERACBackbone=LLaVA-1.5-7B2026.04 | 85.57 | 75.58 | 82.01 | 62.46 | 15.69 | 64.26 | |
| LTEBackbone=LLaVA-1.5-7B2026.04 | 83.93 | 82.55 | 81.34 | 83.97 | 73.09 | 80.98 | |
| MENDBackbone=LLaVA-1.5-7B2026.04 | 0.04 | 0.05 | 0.05 | 0.08 | 0.09 | 0.06 |