| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| PartiPrompts | FID9.77 | 18 | 2mo ago | ||
| MS-COCO | FID10.96 | 18 | 2mo ago | ||
| DreamBench++ Single-subject | IP-Adapter-Plus | CP0.738 | 18 | 3mo ago | |
| DreamBooth dataset 1.0 (test) | Lipschitz-based Regularization | DINO Score0.6394 | 9 | 22d ago | |
| DreamBench++ (test) | IP-Adapter+ | CP Score3.733 | 8 | 3mo ago | |
| DynaIP-Bench Multi-subject | DynaIP | CP61.7 | 7 | 3mo ago | |
| IBench ChineseID | FlexID | Aesthetic Score0.6954 | 6 | 3mo ago | |
| Textual Inversion (TI) and DreamBooth (DB) 22 concepts | ViCo | Identity Fidelity0.7507 | 5 | 3mo ago | |
| DreamBooth | BLIP Diffusion | VQA Score65 | 4 | 14d ago | |
| SD base 2.1 | NeTI | Image Fidelity0.565 | 4 | 3mo ago | |
| SD 1.5 | DTI | Image Fidelity Score0.418 | 4 | 3mo ago | |
| CelebA | CLIP Tp Score19.46 | 3 | 23d ago | ||
| MFHQ 1.0 (test) | - | - | 0 | 3mo ago |
