Subject-driven Image Generation on SD 1.5
0.8387CLIP-ICoRe + DeGu
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| CoRe + DeGuParadigm=Fine-tuning2026.07 | 0.8387 | 0.7101 | 0.2689 | 0.5217 | 0.9107 | 0.824 | |
| DB + DeGuParadigm=Fine-tuning2026.07 | 0.8347 | 0.7019 | 0.2732 | 0.5208 | 0.8975 | 0.7976 | |
| TI + DeGuParadigm=Embedding2026.07 | 0.8303 | 0.6932 | 0.2763 | 0.519 | 0.9028 | 0.8084 | |
| DBParadigm=Fine-tuning2026.07 | 0.8283 | 0.6868 | 0.2768 | 0.5172 | 0.8939 | 0.7898 | |
| CoReParadigm=Fine-tuning2026.07 | 0.828 | 0.6848 | 0.2668 | 0.5116 | 0.901 | 0.8003 | |
| NeTI + DeGuParadigm=Embedding2026.07 | 0.8209 | 0.6954 | 0.2926 | 0.5254 | 0.9099 | 0.8258 | |
| P+ + DeGuParadigm=Embedding2026.07 | 0.8041 | 0.6713 | 0.3006 | 0.5192 | 0.9034 | 0.8064 | |
| DeGuParadigm=Standalone2026.07 | 0.7985 | 0.6724 | 0.2999 | 0.5177 | 0.9037 | 0.8045 | |
| NeTIParadigm=Embedding2026.07 | 0.7972 | 0.6334 | 0.2888 | 0.5021 | 0.8847 | 0.7533 | |
| TIParadigm=Embedding2026.07 | 0.7755 | 0.5695 | 0.2471 | 0.4598 | 0.847 | 0.6631 | |
| P+Paradigm=Embedding2026.07 | 0.7595 | 0.5657 | 0.2977 | 0.4802 | 0.8626 | 0.6893 |