Subject-driven Stylized Image Generation on DreamBooth (StyleDrop/K-LoRA) (test)
61Style SimilarityOrthoFuse
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| OrthoFuseTraining approach=Training-free, Merging time=< 1 sec2026.04 | 61 | 68 | 51 | 56 | 64 | |
| ZipLoRATraining approach=Training-based, Rank (r)=8, Merging time=4 minutes2026.04 | 49 | 74 | 55 | 52 | 60 | |
| ZipLoRATraining approach=Training-based, Rank (r)=64, Merging time=4 minutes2026.04 | 49 | 76 | 64 | 56 | 61 | |
| K-LoRATraining approach=Training-free, Rank (r)=64, Merging time=< 1 sec2026.04 | 49 | 76 | 56 | 52 | 61 | |
| Joint trainingTraining approach=Training-based, Merging time=1.5 hours2026.04 | 48 | 79 | 67 | 57 | 62 | |
| K-LoRATraining approach=Training-free, Rank (r)=8, Merging time=< 1 sec2026.04 | 46 | 76 | 55 | 50 | 59 |