Standard Deviation (sigma) Estimation on Gaussian data eps=0% (synthetic)
0Median MSE(sigma)GAN
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| GANepoch selection strategy=minimal RMSE of generator parameters2025.12 | 0 | 0.7414 | |
| Approx. HDepoch selection strategy=minimal RMSE of generator parameters2025.12 | 0 | 0.1906 | |
| HDbandwidth parameter cn=0.0001, epoch selection strategy=minimal RMSE of generator parameters2025.12 | 0.0003 | 0.0093 | |
| HDbandwidth parameter cn=0.01, epoch selection strategy=minimal RMSE of generator parameters2025.12 | 0.001 | 0.2865 | |
| HDbandwidth parameter cn=0.5, epoch selection strategy=minimal RMSE of generator parameters2025.12 | 0.0034 | 0.3038 | |
| WGANepoch selection strategy=minimal RMSE of generator parameters2025.12 | 0.0295 | 0.0219 |