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Standard Deviation (sigma) Estimation on Gaussian data eps=0% (synthetic)
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Median MSE(sigma)
GAN
-0.001168
0.006781
0.01473
0.022679
Dec 13, 2025
Median MSE(sigma)
Std Dev MSE(sigma)
Updated 4d ago
Evaluation Results
Method
Method
Links
Median MSE(sigma)
Std Dev MSE(sigma)
GAN
epoch selection strate...
2025.12
0
0.7414
Approx. HD
epoch selection strate...
2025.12
0
0.1906
HD
bandwidth parameter cn...
2025.12
0.0003
0.0093
HD
bandwidth parameter cn...
2025.12
0.001
0.2865
HD
bandwidth parameter cn...
2025.12
0.0034
0.3038
WGAN
epoch selection strate...
2025.12
0.0295
0.0219
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