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Benchmarks
Image Generation on SOCOFing fingerprint dataset
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18.75
FID
Kuramoto Orientation Diffusion (Locally Coupled)
15.3032
38.5691
61.835
85.1009
Sep 18, 2025
FID
Updated 1mo ago
Evaluation Results
Method
Method
Links
FID
Kuramoto Orientation Diffusion (Locally Coupled)
Diffusion Steps=1000
2025.09
18.75
Kuramoto Orientation Diffusion (Globally Coupled)
Diffusion Steps=1000
2025.09
20.64
SGM
Diffusion Steps=1000
2025.09
23.84
Kuramoto Orientation Diffusion (Locally Coupled)
Diffusion Steps=300
2025.09
43.57
Kuramoto Orientation Diffusion (Globally Coupled)
Diffusion Steps=300
2025.09
47.93
SGM
Diffusion Steps=300
2025.09
62.66
Kuramoto Orientation Diffusion (Locally Coupled)
Diffusion Steps=100
2025.09
67.49
Kuramoto Orientation Diffusion (Globally Coupled)
Diffusion Steps=100
2025.09
74.41
SGM
Diffusion Steps=100
2025.09
104.92
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