Unconditional Time Series Generation on Sines L=24 (test)
0.005Discriminative Score (DS)FlowTS
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| FlowTSSequence Length (L)=242026.05 | 0.005 | 0.092 | 0.002 | |
| Diff-TSSequence Length (L)=242026.05 | 0.006 | 0.093 | 0.006 | |
| SDformer-arSequence Length (L)=242026.05 | 0.006 | 0.093 | 0.001 | |
| SDFlowSequence Length (L)=242026.05 | 0.006 | 0.092 | 0.0004 | |
| SDformer-mSequence Length (L)=242026.05 | 0.008 | 0.093 | 0.01 | |
| TimeGANSequence Length (L)=242026.05 | 0.011 | 0.093 | 0.101 | |
| DiffTimeSequence Length (L)=242026.05 | 0.013 | 0.093 | 0.006 | |
| DiffWaveSequence Length (L)=242026.05 | 0.017 | 0.093 | 0.014 | |
| TimeVAESequence Length (L)=242026.05 | 0.041 | 0.093 | 0.307 | |
| COT-GANSequence Length (L)=242026.05 | 0.254 | 0.1 | 1.337 |