Multi-concept Image Composition on ComposLoRA (testbed)
8.768Element IntegrationW-Switch
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| W-SwitchWeighting Mechanism=Prompt-aware importance weighting2026.06 | 8.768 | 8.605 | 8.702 | 8.487 | 8.641 | |
| W-CompositeWeighting Mechanism=Prompt-aware importance weighting2026.06 | 8.648 | 8.531 | 8.637 | 8.39 | 8.552 | |
| CMLoRA2026.06 | 8.57 | 8.49 | 8.581 | 8.369 | 8.503 | |
| Switch2026.06 | 8.512 | 8.418 | 8.616 | 8.142 | 8.422 | |
| Composite2026.06 | 7.953 | 7.969 | 8.211 | 7.79 | 7.981 |