Image Editing on PIE-Bench FLUX.1 (dev)
6.62RankRF-Inversion
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| RF-InversionMethod Category=Inversion-Based Methods, NFE=582026.04 | 6.62 | 4.1 | 17.43 | 70.84 | 20.54 | 24.62 | 0.399 | 27.85 | 6.74 | |
| FireFlowMethod Category=Inversion-Based Methods, NFE=322026.04 | 5 | 2.77 | 12.63 | 82.73 | 23.29 | 25.13 | 0.647 | 28.09 | 6.67 | |
| RF-SolverMethod Category=Inversion-Based Methods, NFE=602026.04 | 5 | 3.07 | 13.66 | 81.62 | 22.82 | 25.2 | 0.665 | 28.14 | 6.65 | |
| UniEditMethod Category=Inversion-Based Methods, NFE=282026.04 | 4.62 | 0.98 | 5.65 | 90.92 | 29.62 | 25.08 | 0.374 | 26.05 | 6.28 | |
| ODE InvMethod Category=Inversion-Based Methods, NFE=302026.04 | 4.5 | 10.38 | 30.64 | 64.98 | 14.52 | 26.67 | 1.275 | 31.25 | 6.98 | |
| FlowEditMethod Category=Inversion-Free Methods, NFE=482026.04 | 3.62 | 2.61 | 10.5 | 84.04 | 22.37 | 25.27 | 0.654 | 28.78 | 6.74 | |
| SteerFlow (w/o mask)Method Category=Inversion-Based Methods, NFE=31, Adaptive Masking=false, Optimization steps (K)=12026.04 | 3.38 | 2.41 | 10.8 | 84.05 | 23 | 25.44 | 0.682 | 28.57 | 6.6 | |
| SteerFlowMethod Category=Inversion-Based Methods, NFE=31, Adaptive Masking=true, Optimization steps (K)=12026.04 | 3.25 | 1.61 | 4.66 | 91.38 | 27.66 | 25.31 | 0.651 | 28.13 | 6.59 |