Super-resolution on Turbulent Channel Flow 64 -> 192
0.0056RL2Euler
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| EulerNFE=5, Category=Flow Matching teacher (multi-step)2026.05 | 0.0056 | 0.9984 | 2.94 | |
| RK5NFE=30, Category=Flow Matching teacher (multi-step)2026.05 | 0.0071 | 0.9946 | 3.58 | |
| HeunNFE=10, Category=Flow Matching teacher (multi-step)2026.05 | 0.0102 | 0.9709 | 1.98 | |
| sCM (distilled)NFE=1, Category=Consistency Models (1-step)2026.05 | 0.0173 | 0.9788 | 3.51 | |
| DPM++NFE=30, Category=Diffusion (multi-step)2026.05 | 0.0192 | 0.9832 | 7.36 | |
| DDIMNFE=30, Category=Diffusion (multi-step)2026.05 | 0.0355 | 0.9611 | 2.72 | |
| sCM (trained)NFE=1, Category=Consistency Models (1-step)2026.05 | 0.0479 | 0.7781 | 4.06 |