Time-series generation on ILI
1.322ACFSigCWGAN
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| SigCWGANArchitecture=SigCWGAN, MCMC correction=false2026.04 | 1.322 | 0.258 | 1.028 | 0.471 | 14.3 | 3.4 | |
| SigCWGAN-MCMCArchitecture=SigCWGAN, MCMC correction=true2026.04 | 1.006 | 0.182 | 0.984 | 0.556 | 8.4 | 3.3 | |
| AECGANArchitecture=AECGAN, MCMC correction=false2026.04 | 0.936 | 0.601 | 3.431 | 0.617 | 3.5 | 3.6 | |
| TimeGANArchitecture=TimeGAN, MCMC correction=false2026.04 | 0.82 | 0.42 | 2.388 | 0.622 | 5.2 | 3.6 | |
| RCGANArchitecture=RCGAN, MCMC correction=false2026.04 | 0.756 | 0.415 | 3.105 | 0.694 | 7 | 3.3 | |
| AECGAN-MCMCArchitecture=AECGAN, MCMC correction=true2026.04 | 0.74 | 0.405 | 2.456 | 0.75 | 2 | 3.2 | |
| TimeGAN-MCMCArchitecture=TimeGAN, MCMC correction=true2026.04 | 0.634 | 0.38 | 2.251 | 0.718 | 2.4 | 3.4 | |
| RCGAN-MCMCArchitecture=RCGAN, MCMC correction=true2026.04 | 0.576 | 0.24 | 1.562 | 0.8 | 2.6 | 3.2 | |
| RCWGANArchitecture=RCWGAN, MCMC correction=false2026.04 | 0.531 | 0.226 | 0.989 | 0.797 | 5.2 | 3.1 | |
| RCWGAN-MCMCArchitecture=RCWGAN, MCMC correction=true2026.04 | 0.183 | 0.207 | 1.286 | 0.892 | 0.8 | 3 |