Subject-driven Image Generation on DreamBench++ (test)
0.301CLIP-T ScoreOmniGen2
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| OmniGen2Resolution=1024 x 10242026.06 | 0.301 | 0.802 | 0.559 | 0.46 | 0.496 | 0.638 | 0.727 | 0.311 | |
| OmniGenResolution=1024 x 10242026.06 | 0.293 | 0.735 | 0.474 | 0.464 | 0.546 | 0.583 | 0.786 | 0.301 | |
| PaCo-RLResolution=1024 x 10242026.06 | 0.287 | 0.766 | 0.57 | 0.576 | 0.445 | 0.683 | 0.668 | 0.302 | |
| DivRL (nSSM only)Resolution=1024 x 10242026.06 | 0.287 | 0.756 | 0.52 | 0.562 | 0.489 | 0.634 | 0.704 | 0.293 | |
| Flux-KontextResolution=1024 x 10242026.06 | 0.283 | 0.781 | 0.594 | 0.605 | 0.433 | 0.694 | 0.659 | 0.294 | |
| DivRL (VSM + nSSM)Resolution=1024 x 10242026.06 | 0.279 | 0.786 | 0.6 | 0.614 | 0.453 | 0.694 | 0.689 | 0.287 | |
| DivRL (VSM only)Resolution=1024 x 10242026.06 | 0.278 | 0.806 | 0.67 | 0.688 | 0.383 | 0.757 | 0.608 | 0.291 | |
| Flux-IP-AdapterResolution=1024 x 10242026.06 | 0.274 | 0.805 | 0.568 | 0.481 | 0.531 | 0.593 | 0.765 | 0.275 | |
| UNOResolution=1024 x 10242026.06 | 0.209 | 0.71 | 0.387 | 0.454 | 0.59 | 0.637 | 0.816 | 0.215 |