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Image Generation on SOCOFing fingerprint dataset

18.75FIDKuramoto Orientation Diffusion (Locally Coupled)
15.303238.569161.83585.1009Sep 18, 2025

Evaluation results

MethodLinks
Kuramoto Orientation Diffusion (Locally Coupled)Diffusion Steps=10002025.0918.75
Kuramoto Orientation Diffusion (Globally Coupled)Diffusion Steps=10002025.0920.64
SGMDiffusion Steps=10002025.0923.84
Kuramoto Orientation Diffusion (Locally Coupled)Diffusion Steps=3002025.0943.57
Kuramoto Orientation Diffusion (Globally Coupled)Diffusion Steps=3002025.0947.93
SGMDiffusion Steps=3002025.0962.66
Kuramoto Orientation Diffusion (Locally Coupled)Diffusion Steps=1002025.0967.49
Kuramoto Orientation Diffusion (Globally Coupled)Diffusion Steps=1002025.0974.41
SGMDiffusion Steps=1002025.09104.92