Time-series generation on Sine
0.021Discriminative ScoreAEQ-RVAE-ST
Evaluation Results
| Method | Links | |
|---|---|---|
| AEQ-RVAE-STSequence length (l)=10002025.05 | 0.021 | |
| Diffusion-TSSequence length (l)=1002025.05 | 0.035 | |
| AEQ-RVAE-STSequence length (l)=1002025.05 | 0.069 | |
| AEQ-RVAE-STSequence length (l)=5002025.05 | 0.08 | |
| AEQ-RVAE-STSequence length (l)=3002025.05 | 0.113 | |
| TimeVAESequence length (l)=3002025.05 | 0.16 | |
| TimeVAESequence length (l)=1002025.05 | 0.161 | |
| Time-TransformerSequence length (l)=1002025.05 | 0.173 | |
| Diffusion-TSSequence length (l)=3002025.05 | 0.182 | |
| WaveGANSequence length (l)=1002025.05 | 0.187 | |
| TimeVAESequence length (l)=5002025.05 | 0.272 | |
| Diffusion-TSSequence length (l)=5002025.05 | 0.294 | |
| TimeVAESequence length (l)=10002025.05 | 0.347 | |
| WaveGANSequence length (l)=3002025.05 | 0.367 | |
| Diffusion-TSSequence length (l)=10002025.05 | 0.428 | |
| WaveGANSequence length (l)=5002025.05 | 0.449 | |
| WaveGANSequence length (l)=10002025.05 | 0.449 | |
| TimeGANSequence length (l)=3002025.05 | 0.457 | |
| TimeGANSequence length (l)=1002025.05 | 0.465 | |
| TimeGANSequence length (l)=5002025.05 | 0.491 | |
| Time-TransformerSequence length (l)=3002025.05 | 0.491 | |
| TimeGANSequence length (l)=10002025.05 | 0.497 | |
| Time-TransformerSequence length (l)=5002025.05 | 0.499 | |
| Time-TransformerSequence length (l)=10002025.05 | 0.5 |