Subject-driven generation on DreamBench v1 (test)
0.852DINO ScoreUNO
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| UNOTraining Strategy=RPO2025.10 | 0.852 | 0.898 | 0.237 | 4.47 | |
| UNOTraining Strategy=Customized-GRPO2025.10 | 0.812 | 0.862 | 0.301 | 8.32 | |
| UNOTraining Strategy=Base2025.10 | 0.76 | 0.835 | 0.304 | 7.87 | |
| OmniGen2025.10 | 0.693 | 0.801 | 0.315 | 6.67 | |
| OminiControl2025.10 | 0.684 | 0.799 | 0.312 | 8.28 | |
| BLIP-Diffusion2025.10 | 0.67 | 0.805 | 0.302 | — | |
| DreamBooth2025.10 | 0.668 | 0.803 | 0.305 | — | |
| ELITE2025.10 | 0.647 | 0.772 | 0.296 | 3.12 | |
| SSR-Encoder2025.10 | 0.612 | 0.821 | 0.308 | 4.82 | |
| FLUX.1 IP-Adapter2025.10 | 0.582 | 0.82 | 0.288 | 7.68 | |
| Textual Inversion2025.10 | 0.569 | 0.78 | 0.255 | — |