Text-to-Image Personalization on DreamBooth original (test)
0.771DINO ScoreSubject-Diffusion
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Subject-DiffusionEvaluation Protocol=finetuning free, Backbone=SD 2.1, #Ref=12024.11 | 0.771 | 0.779 | 0.293 | |
| DreamCacheEvaluation Protocol=finetuning free, Backbone=SD 2.1, #Ref=12024.11 | 0.767 | 0.816 | 0.301 | |
| SuTIEvaluation Protocol=finetuning free, Backbone=Imagen, #Ref=1-32024.11 | 0.741 | 0.819 | 0.304 | |
| ToffeeNetEvaluation Protocol=finetuning free, Backbone=SD 2.1, #Ref=12024.11 | 0.728 | 0.817 | 0.306 | |
| CAFEEvaluation Protocol=finetuning free, Backbone=SD 2.1, #Ref=12024.11 | 0.715 | 0.827 | 0.294 | |
| DreamCacheEvaluation Protocol=finetuning free, Backbone=SD 1.5, #Ref=12024.11 | 0.713 | 0.81 | 0.298 | |
| DreamBoothEvaluation Protocol=test-time finetuning, Backbone=Imagen, #Ref=3-52024.11 | 0.696 | 0.812 | 0.306 | |
| Kosmos-GEvaluation Protocol=finetuning free, Backbone=SD 1.5, #Ref=12024.11 | 0.694 | 0.847 | 0.287 | |
| BootPigEvaluation Protocol=finetuning free, Backbone=SD 2.1, #Ref=32024.11 | 0.674 | 0.797 | 0.311 | |
| BLIP-Diffusion (FT)Evaluation Protocol=test-time finetuning, Backbone=SD 1.5, #Ref=3-52024.11 | 0.67 | 0.805 | 0.302 | |
| DreamBoothEvaluation Protocol=test-time finetuning, Backbone=SD 1.5, #Ref=3-52024.11 | 0.668 | 0.803 | 0.305 | |
| IP-AdapterEvaluation Protocol=finetuning free, Backbone=SD 1.5, #Ref=12024.11 | 0.667 | 0.813 | 0.289 | |
| Custom DiffusionEvaluation Protocol=test-time finetuning, Backbone=SD 1.5, #Ref=3-52024.11 | 0.643 | 0.79 | 0.305 | |
| ELITEEvaluation Protocol=finetuning free, Backbone=SD 1.5, #Ref=12024.11 | 0.621 | 0.771 | 0.293 | |
| JediEvaluation Protocol=finetuning free, Backbone=SD 1.5, #Ref=12024.11 | 0.619 | 0.782 | 0.304 | |
| Re-ImagenEvaluation Protocol=finetuning free, Backbone=Imagen, #Ref=1-32024.11 | 0.6 | 0.74 | 0.27 | |
| BLIP-DiffusionEvaluation Protocol=finetuning free, Backbone=SD 1.5, #Ref=12024.11 | 0.594 | 0.779 | 0.3 | |
| Textual InversionEvaluation Protocol=test-time finetuning, Backbone=SD 1.5, #Ref=3-52024.11 | 0.569 | 0.78 | 0.255 |