| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Personalized Understanding | OmniPBench | Rec Weight0.94 | 14 | |
| Personalized Attribute-Reasoning Generation | OmniPBench | PARG CLIP-I0.832 | 12 | |
| Personalized Generation | OmniPBench | CLIP-I Score0.832 | 12 | |
| Personalized Image Editing | OmniPBench | SEMA-C0.711 | 9 |