Image Editing on PIE
11.65DistancePnP-Inv
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| PnP-InvModel=Diffusion, Structure=P2P2025.09 | 11.65 | 27.22 | 54.55 | 32.86 | 84.76 | 25.02 | 22.1 | |
| DRFSModel=SD3.52025.09 | 12 | 26.97 | 55.83 | 30.76 | 89.41 | 26.45 | 23.17 | |
| FlowEditModel=SD3.52025.09 | 12.73 | 26.59 | 56.17 | 33.84 | 89.34 | 26.31 | 23 | |
| Null-TextModel=Diffusion, Structure=P2P2025.09 | 13.44 | 27.03 | 60.67 | 35.86 | 84.11 | 24.75 | 21.86 | |
| DNAEditModel=SD3.52025.09 | 14.19 | 26.66 | 74.57 | 32.76 | 88.63 | 25.63 | 22.71 | |
| FTEditModel=SD3.5, Structure=AdaLN2025.09 | 18.17 | 26.62 | 80.55 | 40.24 | 91.5 | 25.74 | 22.27 | |
| DNAEditModel=Flux2025.09 | 18.87 | 24.99 | 95.06 | 50.45 | 85.71 | 25.79 | 22.87 | |
| DRFSModel=SD32025.09 | 23.05 | 23.38 | 93.81 | 67.49 | 84.85 | 26.9 | 23.83 | |
| PnP-InvModel=Diffusion, Structure=PnP2025.09 | 24.29 | 22.46 | 106.06 | 80.45 | 79.68 | 25.41 | 22.62 | |
| FlowEditModel=SD32025.09 | 27.24 | 22.13 | 105.46 | 87.34 | 83.48 | 26.83 | 23.67 | |
| FlowEditModel=Flux2025.09 | 27.7 | 21.91 | 111.7 | 94 | 83.39 | 25.61 | 22.7 | |
| DDIMModel=Diffusion, Structure=PnP2025.09 | 28.22 | 22.28 | 113.46 | 83.64 | 79.05 | 25.41 | 22.55 | |
| FireFlowModel=Flux, Structure=RF-Solver2025.09 | 28.3 | 23.28 | 120.82 | 70.39 | 82.82 | 25.98 | 22.94 | |
| RF-SolverModel=Flux, Structure=RF-Solver2025.09 | 31.1 | 22.9 | 135.81 | 80.11 | 81.9 | 26 | 22.88 | |
| FlowChefModel=Flux2025.09 | 34.5 | 22.75 | 211.12 | 71.72 | 72.81 | 23.97 | 21.4 | |
| RF-InvModel=Flux2025.09 | 40.6 | 20.82 | 184.8 | 129.1 | 71.92 | 25.2 | 22.11 | |
| iRFDSModel=SD32025.09 | 62.72 | 19.61 | 186.39 | 179.76 | 74.59 | 24.54 | 21.67 | |
| DDIMModel=Diffusion, Structure=P2P2025.09 | 69.4 | 17.87 | 208.8 | 219.88 | 71.14 | 25.01 | 22.44 |