Conditional Time Series Generation on Traffic real-world (environment-based split)
0.071MDDCaTSG
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CaTSG2025.09 | 0.071 | 0.172 | 0.006 | 0.723 | |
| TimeWeavervariant=SSSD2025.09 | 0.091 | 0.157 | 0.038 | 7.88 | |
| TimeWeavervariant=CSDI2025.09 | 0.094 | 0.155 | 0.033 | 6.564 | |
| Pulse2Pulse2025.09 | 0.231 | 4.228 | 0.153 | 21.076 | |
| WaveGAN2025.09 | 0.375 | 12.101 | 0.547 | 23.649 | |
| TimeGAN2025.09 | 0.443 | 19.339 | 0.404 | 10.516 |