Image Editing on SNR-Bench 1.0 (test)
3.55Reward Model Structural ScoreFTEdit
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| FTEditBackbone=SD3.52026.01 | 3.55 | 3.3 | 3.99 | 3.58 | 3.23 | 3.25 | 3.7 | 3.4 | 3.75 | 2.89 | |
| SNR-EditBackbone=FLUX2026.01 | 3.55 | 3.38 | 4.24 | 3.8 | 3.09 | 3.8 | 3.9 | 3.4 | 3.95 | 2.11 | |
| PnPInversionBackbone=SD1.42026.01 | 3.48 | 3.03 | 3.8 | 3.58 | 2.84 | 2.94 | 3.6 | 2.95 | 3.25 | 5.67 | |
| SNR-EditBackbone=SD32026.01 | 3.44 | 3.3 | 4.08 | 3.4 | 3.58 | 3.3 | 3.65 | 3.75 | 3.85 | 2.56 | |
| FlowEditBackbone=FLUX2026.01 | 3.38 | 3.21 | 4.04 | 3.28 | 3.39 | 3.19 | 3.5 | 3.55 | 3.45 | 4.33 | |
| RF-InversionBackbone=FLUX2026.01 | 3.36 | 2.94 | 3.7 | 2.99 | 2.63 | 2.31 | 3.2 | 2.9 | 3.1 | 7.67 | |
| FlowEditBackbone=SD32026.01 | 3.34 | 3.19 | 3.9 | 3.35 | 3.65 | 3.28 | 3.45 | 3.8 | 3.5 | 4.11 | |
| MasaCtrlBackbone=SD1.42026.01 | 3.04 | 2.46 | 3.31 | 2.49 | 1.95 | 2.59 | 2.65 | 2.15 | 2.55 | 9.56 | |
| DNAEditBackbone=FLUX2026.01 | 2.86 | 2.85 | 3.16 | 2.03 | 3.2 | 1.75 | 2.9 | 3.15 | 2.8 | 8.67 | |
| DNAEditBackbone=SD32026.01 | 2.75 | 2.7 | 2.98 | 2.3 | 3.21 | 1.8 | 2.6 | 3.35 | 2.95 | 8.67 | |
| SDEditBackbone=SD1.52026.01 | 2.53 | 2.49 | 2.69 | 1.63 | 2.51 | 1.31 | 2.15 | 2.85 | 2.4 | 11.33 | |
| RF-SolverBackbone=FLUX2026.01 | 2.42 | 2.4 | 2.47 | 2.41 | 3.19 | 1.89 | 2.55 | 3.1 | 2.65 | 10 |