Identity-Preserving Text-to-Image Generation on IBench 41 prompts 100 IDs
70Aesthetic ScoreDVI
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| DVI2026.02 | 70 | 51.5 | 60.1 | 0.084 | 55.7 | 80.4 | 26.9 | |
| PuLID (Krea)Base Model=Krea2026.02 | 68.3 | 50.5 | 58.7 | 0.093 | 49.5 | 79.3 | 27.7 | |
| Dreamo2026.02 | 67.8 | 51 | 60.1 | 0.111 | 39.8 | 80.5 | 26.6 | |
| PuLID (SDXL)Base Model=SDXL2026.02 | 67.5 | 50.2 | 59.3 | 0.1 | 39.9 | 76.8 | 24.8 | |
| UNO2026.02 | 67.5 | 46.5 | 61.4 | 0.116 | 10.5 | 79.7 | 26.7 | |
| SpatialID2026.02 | 67 | 52.3 | 61 | 0.106 | 53.3 | 82.7 | 28.1 | |
| UMO2026.02 | 66.9 | 46.9 | 61.9 | 0.113 | 39.7 | 74.8 | 25.9 |