Super-resolution on Sentinel-2 (val)
34.95PSNREuler
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| EulerSteps (T)=1, GPU Time/Sample (s)=6.75 ×10−32026.05 | 34.95 | 83.16 | 0.3738 | |
| MidpointSteps (T)=1, GPU Time/Sample (s)=8.40 ×10−32026.05 | 33.9 | 81.78 | 0.32 | |
| DDPMSteps (T)=5, GPU Time/Sample (s)=9.96 ×10−22026.05 | 33.85 | 82.32 | 0.4004 | |
| EulerSteps (T)=25, GPU Time/Sample (s)=5.45 ×10−12026.05 | 33.37 | 79.58 | 0.2784 | |
| DDPMSteps (T)=100, GPU Time/Sample (s)=2.32 ×10+02026.05 | 33.31 | 80.27 | 0.3358 | |
| Real-ESRGANGPU Time/Sample (s)=2.74 ×10−32026.05 | 33.29 | 78.61 | 0.1937 | |
| Lanczos2026.05 | 32.99 | 81.34 | 0.9065 | |
| EulerSteps (T)=100, GPU Time/Sample (s)=2.29 ×10+02026.05 | 32.8 | 77.44 | 0.2474 | |
| MidpointSteps (T)=20, GPU Time/Sample (s)=8.94 ×10−12026.05 | 32.64 | 77.14 | 0.2469 | |
| MidpointSteps (T)=100, GPU Time/Sample (s)=4.62 ×10+02026.05 | 32.42 | 76.03 | 0.2356 | |
| RK4Steps (T)=100, GPU Time/Sample (s)=9.29 ×10+02026.05 | 32.4 | 75.88 | 0.2342 | |
| HeunSteps (T)=100, GPU Time/Sample (s)=4.62 ×10+02026.05 | 32.26 | 75.57 | 0.2336 | |
| RK4Steps (T)=15, GPU Time/Sample (s)=1.36 ×10+02026.05 | 31.98 | 74.38 | 0.2577 | |
| DDIMSteps (T)=10, GPU Time/Sample (s)=2.16 ×10−12026.05 | 31.7 | 73.38 | 0.3713 | |
| DDIMSteps (T)=100, GPU Time/Sample (s)=2.31 ×10+02026.05 | 31.56 | 73.66 | 0.3184 | |
| HeunSteps (T)=25, GPU Time/Sample (s)=1.13 ×10+02026.05 | 31.35 | 70.46 | 0.3362 | |
| RK4Steps (T)=1, GPU Time/Sample (s)=5.53 ×10−22026.05 | 21.91 | 15.19 | 0.903 | |
| HeunSteps (T)=1, GPU Time/Sample (s)=8.60 ×10−32026.05 | 13.84 | 2.81 | 1.0672 | |
| DDPMSteps (T)=1, GPU Time/Sample (s)=6.39 ×10−32026.05 | 6.07 | 0 | 1.1637 | |
| DDIMSteps (T)=1, GPU Time/Sample (s)=6.42 ×10−32026.05 | 6.07 | 0 | 1.1637 |