Time-series generation on OU dataset (test)
0.982Real/Fake AccMidpoint with gradient penalty
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Midpoint with gradient penaltySolver=Midpoint, Regularization=gradient penalty, Training time (hours)=55.0 ± 27.72021.05 | 0.982 | 2.71 | 0.258 | |
| Midpoint with clippingSolver=Midpoint, Regularization=clipping, Training time (hours)=32.5 ± 12.12021.05 | 0.939 | 1.65 | 0.103 | |
| Reversible Heun with clippingSolver=Reversible Heun, Regularization=clipping, Training time (hours)=29.4 ± 8.92021.05 | 0.677 | 1.38 | 0.045 |