Image Generation on WikiArt Claude Monet 1.0 (test)
30.5CMMDSAdamW
Evaluation results
| Method | Links | |
|---|---|---|
| SAdamWGradient Alignment=True, Rank (r)=4, Backbone=Stable Diffusion XL 1.02024.12 | 30.5 | |
| OP-LoRAGradient Alignment=False, Rank (r)=4, Backbone=Stable Diffusion XL 1.0, OP-LoRA MLP width=322024.12 | 31.7 | |
| LoRA-ProGradient Alignment=True, Rank (r)=4, Backbone=Stable Diffusion XL 1.02024.12 | 32.4 | |
| PiSSAGradient Alignment=False, Rank (r)=4, Backbone=Stable Diffusion XL 1.02024.12 | 43.2 | |
| LoRA-GAGradient Alignment=True, Rank (r)=4, Backbone=Stable Diffusion XL 1.02024.12 | 43.7 | |
| OP-DoRAGradient Alignment=False, Rank (r)=4, Backbone=Stable Diffusion XL 1.0, OP-LoRA MLP width=322024.12 | 46.6 | |
| LoRAGradient Alignment=False, Rank (r)=4, Backbone=Stable Diffusion XL 1.02024.12 | 47.9 | |
| DoRAGradient Alignment=False, Rank (r)=4, Backbone=Stable Diffusion XL 1.02024.12 | 49.8 |