Personalized Generation on OmniPBench
0.832CLIP-I ScoreReal Images
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Real Images2026.01 | 0.832 | — | 0.728 | 0.739 | |
| GPT-4o+IPToken=~1,0002026.01 | 0.794 | 0.31 | 0.722 | 0.559 | |
| OmniPersonaToken=32, Training Images=~102026.01 | 0.791 | 0.273 | 0.579 | 0.413 | |
| UnictokenToken=32, Training Images=~102026.01 | 0.75 | 0.282 | 0.646 | 0.334 | |
| Bagel+TPToken=~1002026.01 | 0.697 | 0.284 | 0.425 | 0.309 | |
| Yo'ChameleonToken=32, Training Images=~1,0002026.01 | 0.697 | 0.236 | 0.59 | 0.224 | |
| GPT-4o+TPToken=~1002026.01 | 0.689 | 0.301 | 0.626 | 0.198 | |
| Show-o+TPToken=~1002026.01 | 0.664 | 0.264 | 0.553 | 0.048 | |
| DreamBooth (SD)Training Images=~102026.01 | 0.649 | 0.281 | 0.591 | 0.436 | |
| Text inversionTraining Images=~102026.01 | 0.63 | 0.247 | 0.569 | 0.371 | |
| Chameleon+TPToken=~1002026.01 | 0.547 | 0.176 | 0.509 | 0.011 | |
| Chameleon+IPToken=~1,0002026.01 | 0.523 | 0.16 | 0.469 | 0.066 |