Compositional Image Generation on DreamEditBench 220
0.8125CLIP-IOurs-LoRA
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Ours-LoRABase Model=FLUX2025.09 | 0.8125 | 0.7452 | 0.79 | 0.3577 | 0.0271 | 0.8847 | 0.5906 | 3.6161 | |
| Ours-LoRABase Model=PixArt-Σ2025.09 | 0.8098 | 0.7445 | 0.7798 | 0.3612 | 0.0251 | 0.8875 | 0.5842 | 3.6198 | |
| Ours-AdapterBase Model=FLUX2025.09 | 0.8086 | 0.7415 | 0.7702 | 0.373 | 0.0236 | 0.8959 | 0.5709 | 3.6234 | |
| Ours-AdapterBase Model=SD3.52025.09 | 0.8054 | 0.7407 | 0.7699 | 0.3745 | 0.0234 | 0.8937 | 0.5701 | 3.6187 | |
| Ours-AdapterBase Model=SDXL2025.09 | 0.7944 | 0.7334 | 0.7659 | 0.3761 | 0.0238 | 0.8922 | 0.5621 | 3.6158 | |
| Flux.1 FillBase Model=FLUX2025.09 | 0.7328 | 0.6745 | 0.5754 | 0.5233 | 0.0166 | 0.9076 | 0.5577 | 3.5997 |