Time Series Generation on Noisy Cyclic simulated
0.9467Denv MetricDoppelGANger
Evaluation results
| Method | Links | |
|---|---|---|
| DoppelGANgerState Space Size (K)=72026.06 | 0.9467 | |
| SDVState Space Size (K)=122026.06 | 0.9459 | |
| TimeGANState Space Size (K)=122026.06 | 0.9135 | |
| ClavaDDPMState Space Size (K)=212026.06 | 0.9101 | |
| TimeGANState Space Size (K)=72026.06 | 0.91 | |
| TimeGANState Space Size (K)=212026.06 | 0.9076 | |
| ClavaDDPMState Space Size (K)=122026.06 | 0.8922 | |
| DoppelGANgerState Space Size (K)=122026.06 | 0.8786 | |
| ClavaDDPMState Space Size (K)=72026.06 | 0.8729 | |
| SDVState Space Size (K)=212026.06 | 0.8418 | |
| DoppelGANgerState Space Size (K)=212026.06 | 0.8336 | |
| SDVState Space Size (K)=72026.06 | 0.783 | |
| Seq. RC-TGANState Space Size (K)=212026.06 | 0.5988 | |
| Seq. RC-TGANState Space Size (K)=122026.06 | 0.4984 | |
| Seq. RC-TGANState Space Size (K)=72026.06 | 0.4246 |