Super-resolution on Smoke Buoyancy 32 → 128
0.19RL2 ScoresCM (trained)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| sCM (trained)NFE=1, Category=Consistency Models (1-step)2026.05 | 0.19 | 54 | 1.75 | |
| HeunNFE=10, Category=Flow Matching teacher (multi-step)2026.05 | 0.168 | 61.4 | 6.6 | |
| RK5NFE=30, Category=Flow Matching teacher (multi-step)2026.05 | 0.168 | 62.8 | 6.6 | |
| EulerNFE=5, Category=Flow Matching teacher (multi-step)2026.05 | 0.162 | 65.7 | 6.61 | |
| sCM (distilled)NFE=1, Category=Consistency Models (1-step)2026.05 | 0.158 | 66.5 | 4.23 | |
| DPM++NFE=30, Category=Diffusion (multi-step)2026.05 | 0.156 | 61.5 | 4.38 | |
| DDIMNFE=30, Category=Diffusion (multi-step)2026.05 | 0.145 | 69 | 4.35 |