Lifelong Knowledge Editing on E-IC Lifelong Sequential
82.16Relational ScoreLiveEdit
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| LiveEditBackbone=LLaVA (7B), Number of Edits=12024.11 | 82.16 | 81.01 | 78.27 | 100 | 100 | 88.29 | |
| FT-LBackbone=LLaVA (7B), Number of Edits=12024.11 | 73.48 | 72.98 | 65.79 | 99.28 | 99.06 | 82.12 | |
| LiveEditBackbone=BLIP2 (2.7B), Number of Edits=10002024.11 | 72.86 | 70.34 | 67.92 | 100 | 100 | 82.22 | |
| LiveEditBackbone=LLaVA (7B), Number of Edits=10002024.11 | 72.8 | 69.95 | 57.05 | 100 | 99.79 | 79.92 | |
| FT-LBackbone=LLaVA (7B), Number of Edits=10002024.11 | 59.78 | 54.99 | 54.17 | 65.37 | 78.96 | 62.65 | |
| FT-LBackbone=BLIP2 (2.7B), Number of Edits=10002024.11 | 53.61 | 48.81 | 45.92 | 52.45 | 59.09 | 51.98 |