Personalized Attribute-Reasoning Generation on OmniPBench
0.832PARG CLIP-IReal Images
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Real Images2026.01 | 0.832 | — | |
| GPT-4o+IPToken=~1,0002026.01 | 0.792 | 0.782 | |
| OmniPersonaToken=32, Training Images=~102026.01 | 0.788 | 0.613 | |
| UnictokenToken=32, Training Images=~102026.01 | 0.749 | 0.359 | |
| Bagel+TPToken=~1002026.01 | 0.725 | 0.813 | |
| Yo'ChameleonToken=32, Training Images=~1,0002026.01 | 0.698 | 0.266 | |
| GPT-4o+TPToken=~1002026.01 | 0.69 | 0.78 | |
| Show-o+TPToken=~1002026.01 | 0.66 | 0.77 | |
| DreamBooth (SD)Training Images=~102026.01 | 0.65 | 0.071 | |
| Text inversionTraining Images=~102026.01 | 0.628 | 0.07 | |
| Chameleon+TPToken=~1002026.01 | 0.549 | 0.329 | |
| Chameleon+IPToken=~1,0002026.01 | 0.499 | 0.299 |