Diffusion Fine-tuning on Mix-of-Show
31.58CLIP ScoreAdaPreLoRA SGD
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| AdaPreLoRA SGDscaling=12026.05 | 31.58 | 28.18 | |
| LoRA-Pro SGDscaling=0.72026.05 | 31.47 | 34.3 | |
| AdaPreLoRA SGDscaling=0.72026.05 | 31.47 | 30.17 | |
| AdamWscaling=0.72026.05 | 31.47 | 34.15 | |
| AdaPreLoRA AdamWscaling=0.72026.05 | 31.47 | 29.01 | |
| SGDscaling=12026.05 | 31.4 | 40.95 | |
| Scaled GDscaling=0.72026.05 | 31.23 | 35.86 | |
| LoRA-Pro AdamWscaling=0.72026.05 | 31.04 | 29.18 | |
| AdaPreLoRA AdamWscaling=12026.05 | 30.73 | 27.13 | |
| AdamWscaling=12026.05 | 30.68 | 27.8 | |
| Scaled GDscaling=12026.05 | 30.6 | 29.62 | |
| LoRA-Pro AdamWscaling=12026.05 | 30.6 | 28.18 | |
| LoRA-Pro SGDscaling=12026.05 | 30.48 | 29.19 | |
| SGDscaling=0.72026.05 | 27.79 | 69.9 | |
| Scaled AdamWscaling=12026.05 | 24.51 | 34.18 | |
| Scaled AdamWscaling=0.72026.05 | 24.21 | 48.23 |