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ResearchFormerly WizWand

Identity Evaluation on CelebA

20.57FIDW2 Gen
12.594466.4297120.265174.1003Oct 7, 2021
Updated 8mo ago

Evaluation results

MethodLinks
W2 GenRegularization type=None, Number of samples=50002021.1020.57
SCONESRegularization type=chi-squared regularization, Lambda (λ)=0.1, Number of samples=50002021.1025.51
SCONESRegularization type=chi-squared regularization, Lambda (λ)=0.01, Number of samples=50002021.1025.65
SCONESRegularization type=chi-squared regularization, Lambda (λ)=0.001, Number of samples=50002021.1027.88
W2 GANRegularization type=None, Number of samples=50002021.1032.617
SCONESRegularization type=KL regularization, Lambda (λ)=0.01, Number of samples=50002021.1034.84
SCONESRegularization type=KL regularization, Lambda (λ)=0.1, Number of samples=50002021.1036.62
SCONESRegularization type=KL regularization, Lambda (λ)=0.005, Number of samples=50002021.1043.99
Barycentric ProjectionRegularization type=chi-squared regularization, Lambda (λ)=0.1, Number of samples=50002021.10188.29
Barycentric ProjectionRegularization type=KL regularization, Lambda (λ)=0.1, Number of samples=50002021.10195.64
Barycentric ProjectionRegularization type=chi-squared regularization, Lambda (λ)=0.001, Number of samples=50002021.10214.9
Barycentric ProjectionRegularization type=KL regularization, Lambda (λ)=0.01, Number of samples=50002021.10217.24
Barycentric ProjectionRegularization type=KL regularization, Lambda (λ)=0.005, Number of samples=50002021.10217.67
Barycentric ProjectionRegularization type=chi-squared regularization, Lambda (λ)=0.01, Number of samples=50002021.10219.96