Identity Evaluation on CelebA
20.57FIDW2 Gen
Evaluation Results
| Method | Links | |
|---|---|---|
| W2 GenRegularization type=None, Number of samples=50002021.10 | 20.57 | |
| SCONESRegularization type=chi-squared regularization, Lambda (λ)=0.1, Number of samples=50002021.10 | 25.51 | |
| SCONESRegularization type=chi-squared regularization, Lambda (λ)=0.01, Number of samples=50002021.10 | 25.65 | |
| SCONESRegularization type=chi-squared regularization, Lambda (λ)=0.001, Number of samples=50002021.10 | 27.88 | |
| W2 GANRegularization type=None, Number of samples=50002021.10 | 32.617 | |
| SCONESRegularization type=KL regularization, Lambda (λ)=0.01, Number of samples=50002021.10 | 34.84 | |
| SCONESRegularization type=KL regularization, Lambda (λ)=0.1, Number of samples=50002021.10 | 36.62 | |
| SCONESRegularization type=KL regularization, Lambda (λ)=0.005, Number of samples=50002021.10 | 43.99 | |
| Barycentric ProjectionRegularization type=chi-squared regularization, Lambda (λ)=0.1, Number of samples=50002021.10 | 188.29 | |
| Barycentric ProjectionRegularization type=KL regularization, Lambda (λ)=0.1, Number of samples=50002021.10 | 195.64 | |
| Barycentric ProjectionRegularization type=chi-squared regularization, Lambda (λ)=0.001, Number of samples=50002021.10 | 214.9 | |
| Barycentric ProjectionRegularization type=KL regularization, Lambda (λ)=0.01, Number of samples=50002021.10 | 217.24 | |
| Barycentric ProjectionRegularization type=KL regularization, Lambda (λ)=0.005, Number of samples=50002021.10 | 217.67 | |
| Barycentric ProjectionRegularization type=chi-squared regularization, Lambda (λ)=0.01, Number of samples=50002021.10 | 219.96 |