Statistical Emulation of Chaotic Systems on L96 multi-traj (Clean (sigma = 0.0))
0.055L1 Histogram DistanceFixed OT
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Fixed OTDimension (d)=32026.04 | 0.055 | 0.119 | 0.313 | |
| WGAN (ours)Dimension (d)=32026.04 | 0.083 | 0.074 | 0.318 | |
| WGAN (d= 1) (ours)Dimension (d)=12026.04 | 0.091 | 0.176 | 0.306 | |
| Sinkhorn (ours)Dimension (d)=32026.04 | 0.109 | 0.083 | 0.325 | |
| No OT (baseline)Dimension (d)=32026.04 | 0.225 | 0.294 | 0.302 |