Single-Concept Customization V1-V8
31.02Score V1GCNS
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| GCNS2026.05 | 31.02 | 33.41 | 28.95 | 31.75 | 28.33 | 30.37 | 27.94 | 29.66 | 30.18 | |
| LWF2026.05 | 30.71 | 33.26 | 31.43 | 32.83 | 30.75 | 31.03 | 31.55 | 31.23 | 31.6 | |
| CIDM2026.05 | 30.55 | 34.57 | 31.66 | 32.97 | 30.73 | 31.18 | 31.49 | 31.18 | 31.79 | |
| ARBooth2026.05 | 30.52 | 33.02 | 30.54 | 32.53 | 30.59 | 30 | 30.75 | 30.12 | 31.01 | |
| Continual Diffusion2026.05 | 30.44 | 32.52 | 28.58 | 31.27 | 29.53 | 29.87 | 30.59 | 27.75 | 30.07 | |
| LoRA2026.05 | 30.08 | 32.41 | 30.85 | 33.06 | 30.86 | 30.84 | 31.91 | 30.03 | 31.26 | |
| Orthogonal Adaptation2026.05 | 29.38 | 33.69 | 29.29 | 31.56 | 29.67 | 32.9 | 30.75 | 29.53 | 30.85 |