Conditional Time Series Generation on Air Quality real-world (environment-based)
0.069MDDCaTSG
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| CaTSG2025.09 | 0.069 | 0.301 | 0.07 | 2.929 | |
| Pulse2Pulse2025.09 | 0.081 | 1.938 | 0.116 | 16.555 | |
| TimeWeavervariant=SSSD2025.09 | 0.084 | 0.357 | 0.059 | 17.191 | |
| TimeWeavervariant=CSDI2025.09 | 0.1 | 0.502 | 0.226 | 3.757 | |
| TimeGAN2025.09 | 0.199 | 14.99 | 0.224 | 12.749 | |
| WaveGAN2025.09 | 0.254 | 16.513 | 1.005 | 10.302 |