Image Editing on PIE-Bench SD3.5-Medium
2.5RankSteerFlow
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| SteerFlowMethod Category=Inversion-Based Methods, NFE=61, Adaptive Masking=true, Optimization steps (K)=12026.04 | 2.5 | 1.82 | 5.09 | 90.38 | 26.92 | 26.35 | 0.976 | 28.03 | 6.52 | |
| SteerFlow (w/o mask)Method Category=Inversion-Based Methods, NFE=61, Adaptive Masking=false, Optimization steps (K)=12026.04 | 3.12 | 2.74 | 11.76 | 83.84 | 22.86 | 26.86 | 1.095 | 28.78 | 6.54 | |
| ODE InvMethod Category=Inversion-Based Methods, NFE=602026.04 | 3.5 | 12.42 | 33.21 | 63.11 | 13.13 | 27.6 | 1.322 | 29.29 | 6.73 | |
| FlowEditMethod Category=Inversion-Free Methods, NFE=662026.04 | 3.75 | 3.97 | 10.11 | 82.59 | 22.1 | 26.65 | 1.088 | 28.11 | 6.71 | |
| UniEditMethod Category=Inversion-Based Methods, NFE=55, Steps (N)=302026.04 | 3.75 | 2.12 | 9.54 | 86.47 | 25.41 | 25.97 | 0.869 | 27.19 | 6.4 | |
| FlowAlignMethod Category=Inversion-Free Methods, NFE=662026.04 | 4.38 | 3.06 | 6.44 | 86.83 | 24.69 | 25.61 | 0.722 | 24.97 | 6.27 |