Identity-Preserving Image Generation on MultiID-Bench 3-and-4-people
0.445Sim(GT)GPT-4o-Image
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| GPT-4o-Image2026.03 | 0.445 | 0.484 | 0.048 | 0.815 | 0.32 | 5.647 | |
| AnyPhoto2026.03 | 0.424 | 0.587 | 0.186 | 0.763 | 0.326 | 4.96 | |
| WithAnyone2026.03 | 0.414 | 0.561 | 0.171 | 0.771 | 0.325 | 4.955 | |
| ID-Patch2026.03 | 0.379 | 0.543 | 0.195 | 0.781 | 0.329 | 4.547 | |
| OmniGen2026.03 | 0.345 | 0.529 | 0.209 | 0.75 | 0.326 | 5.152 | |
| UniPortrait2026.03 | 0.343 | 0.517 | 0.178 | 0.708 | 0.323 | 5.09 | |
| UMO2026.03 | 0.318 | 0.465 | 0.18 | 0.717 | 0.309 | 4.946 | |
| DreamO2026.03 | 0.311 | 0.427 | 0.116 | 0.709 | 0.317 | 4.695 | |
| OmniGen22026.03 | 0.288 | 0.374 | 0.099 | 0.734 | 0.329 | 4.664 | |
| UNO2026.03 | 0.228 | 0.276 | 0.046 | 0.717 | 0.319 | 4.88 |