Subject Swapping on DreamEditBench
0.6433DINO Subject ScoreMCA-Ctrl
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MCA-Ctrlparameters=Specified2025.04 | 0.6433 | 0.6782 | 0.8113 | 0.8681 | 0.3214 | |
| DreamBooth2025.04 | 0.64 | 0.427 | 0.811 | 0.736 | -1.1713 | |
| MCA-Ctrlparameters=Uniform2025.04 | 0.6327 | 0.6684 | 0.7794 | 0.8621 | 0.2728 | |
| PHOTOSWAP2025.04 | 0.6307 | 0.6072 | 0.7886 | 0.7977 | -0.1982 | |
| BLIP-Diffusion2025.04 | 0.6155 | 0.6392 | 0.8009 | 0.8248 | 0.2187 | |
| DreamEditoriterations=52025.04 | 0.564 | 0.667 | 0.77 | 0.855 | -0.5633 | |
| DreamEditort-iteration=12025.04 | 0.546 | 0.664 | 0.763 | 0.853 | -0.2731 | |
| Customized-DiffEdit2025.04 | 0.51 | 0.785 | 0.755 | 0.895 | 0.1375 |