Diffusion Personalization Tuning Free On
Metrics
Cosine Similarity
FID
LPIPS
Results
Performance results of various models on this benchmark
Comparison Table
| Model Name | Cosine Similarity | FID | LPIPS |
|---|---|---|---|
| ip-adapter-text-compatible-image-prompt | 0.535 | 24.105 | 0.462 |
| instantid-zero-shot-identity-preserving | 0.713 | 18.598 | 0.437 |
| ip-adapter-text-compatible-image-prompt | 0.572 | 10.798 | 0.429 |
| fastcomposer-tuning-free-multi-subject-image | 0.256 | 31.736 | 0.487 |
| photomaker-customizing-realistic-human-photos | 0.287 | 8.410 | 0.424 |
| arc2face-a-foundation-model-of-human-faces | 0.796 | 6.628 | 0.508 |
| ip-adapter-text-compatible-image-prompt | 0.600 | 11.817 | 0.384 |