ResearchBenchmarksSketch-to-image generation on SketchySketch-to-image generation on SketchyFollow0.69MOSOurs0.34680.43590.5250.6141Mar 10, 2026Evaluation resultsMethodMethodLinksMOSRecallUser Preference: Realism (%)User Preference: Edge fidelity (%)User Preference: Overall structural coherence (%)User Rating: Realism (MOS)User Rating: Edge fidelity (MOS)User Rating: Overall structural coherence (MOS)Ours2026.030.69———————DFD2026.030.55———————pSp2026.030.46———————Pix2PixHD2026.030.4———————CycleGAN2026.030.36———————MLP_LEPFramework=MLP_LEPFramework=MLP_LEP2024.03—59.539.129.529.33.292.893.2U-SketchFramework=U-SketchFramework=U-Sketch2024.03—64.560.970.570.73.973.864.03