Time Series Generation on ETTh (test)
2.086ACFSigCWGAN
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| SigCWGANMCMC Correction=false2026.04 | 2.086 | 1.187 | 4.1 | 0.521 | 0.113 | 0.12 | |
| RCWGANMCMC Correction=false2026.04 | 1.095 | 0.334 | 1.692 | 0.602 | 0.227 | 0.115 | |
| RCGANMCMC Correction=false2026.04 | 0.986 | 0.498 | 3.221 | 0.616 | 0.167 | 0.118 | |
| TimeGANMCMC Correction=false2026.04 | 0.916 | 0.39 | 2.208 | 0.63 | 0.173 | 0.122 | |
| AECGANMCMC Correction=false2026.04 | 0.916 | 0.242 | 1.088 | 0.577 | 0.191 | 0.126 | |
| SigCWGAN-MCMCMCMC Correction=true2026.04 | 0.834 | 0.786 | 3.094 | 0.618 | 0.018 | 0.122 | |
| AECGAN-MCMCMCMC Correction=true2026.04 | 0.4 | 0.134 | 0.465 | 0.789 | 0.08 | 0.109 | |
| RCGAN-MCMCMCMC Correction=true2026.04 | 0.299 | 0.088 | 0.368 | 0.743 | 0.069 | 0.11 | |
| TimeGAN-MCMCMCMC Correction=true2026.04 | 0.233 | 0.102 | 0.353 | 0.758 | 0.055 | 0.11 | |
| RCWGAN-MCMCMCMC Correction=true2026.04 | 0.231 | 0.109 | 0.152 | 0.682 | 0.075 | 0.108 |