VRMSE Evaluation for PDE System Rollout Forecasting on Turbulent Radiative Layer 2D (Rollouts 01-97)
0.544VRMSE (Rollouts 01-32)Wavelet Flow Matching
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Wavelet Flow MatchingNumber of Scales=1, Wavelet Basis=db62026.05 | 0.544 | 0.705 | 0.787 | |
| Wavelet Flow MatchingNumber of Scales=1, Wavelet Basis=haar2026.05 | 0.545 | 0.765 | 0.782 | |
| Wavelet Flow MatchingNumber of Scales=1, Wavelet Basis=db22026.05 | 0.553 | 0.752 | 0.856 | |
| Wavelet Flow MatchingNumber of Scales=1, Wavelet Basis=db42026.05 | 0.556 | 0.731 | 0.776 | |
| Wavelet Flow MatchingNumber of Scales=3, Wavelet Basis=haar2026.05 | 0.557 | 0.859 | 0.81 | |
| FMpixel2026.05 | 0.576 | 0.92 | 0.865 | |
| Wavelet Flow MatchingNumber of Scales=3, Wavelet Basis=db42026.05 | 0.578 | 0.763 | 0.817 | |
| Wavelet Flow MatchingNumber of Scales=3, Wavelet Basis=db62026.05 | 0.582 | 0.893 | 0.821 | |
| FMfourier2026.05 | 0.602 | 0.74 | 0.779 | |
| Wavelet Flow MatchingNumber of Scales=3, Wavelet Basis=db22026.05 | 0.635 | 0.892 | 0.934 | |
| WDNO2026.05 | 1.517 | 1.835 | 1.953 | |
| TFNO2026.05 | 2.3 | 6.534 | 6.387 | |
| FNO2026.05 | 2.952 | 4.978 | 4.349 |