Text-to-Image Customization on Subject-driven Text-to-Image Customization Evaluation Set
0.3204CLIP Similarity (Text)RealCustom
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| RealCustomtest-time optimize steps=0 (real-time)2024.03 | 0.3204 | 0.8703 | 0.8552 | 0.7865 | |
| BLIP-Diffusiontest-time optimize steps=0 (real-time)2024.03 | 0.2967 | 0.2172 | 0.8145 | 0.6486 | |
| ELITEtest-time optimize steps=0 (real-time)2024.03 | 0.292 | 0.269 | 0.8022 | 0.6489 | |
| Custom Diffusiontest-time optimize steps=5002024.03 | 0.2884 | 0.2558 | 0.8257 | 0.7093 | |
| DreamBoothtest-time optimize steps=8002024.03 | 0.2783 | 0.2393 | 0.8466 | 0.7851 | |
| Textual Inversiontest-time optimize steps=50002024.03 | 0.2546 | -0.9168 | 0.7603 | 0.5956 |