Weather Perturbation Control on WeatherBench2
94.91Reduction RatioAOWF
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| AOWF2026.05 | 94.91 | 100 | 15.95 | 435 | |
| Guided Diffusion SamplingGuidance scale (lambda)=100002026.05 | 84.79 | 100 | 3.446 | 10.45 | |
| Guided Diffusion SamplingGuidance scale (lambda)=75002026.05 | 80.25 | 100 | 3.097 | 8.446 | |
| Guided Diffusion SamplingGuidance scale (lambda)=50002026.05 | 71.98 | 99.72 | 2.596 | 8.149 | |
| Guided Diffusion SamplingGuidance scale (lambda)=25002026.05 | 54.14 | 94.2 | 1.765 | 4.945 | |
| Guided Diffusion SamplingGuidance scale (lambda)=10002026.05 | 31.36 | 78.18 | 0.9397 | 2.973 |