Fluid dynamics forecasting on Kolmogorov Turbulence
0.0002Relative L2 Error (1-step)DINO
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| DINOModel Category=Spatiotemporal Models2025.09 | 0.0002 | 0.1972 | 0.5876 | |
| NMOModel Category=Operator Learning Models2025.09 | 0.0018 | 1.9832 | 2.1923 | |
| SimVPModel Category=Spatiotemporal Models2025.09 | 0.0019 | 3.8504 | 5.0405 | |
| PDE-RefinerModel Category=Operator Learning Models2025.09 | 0.0021 | 0.8732 | 1.9954 | |
| DiTModel Category=Computer Vision Backbones2025.09 | 0.0038 | 5.9862 | 9.9283 | |
| LSMModel Category=Operator Learning Models2025.09 | 0.0046 | 4.2579 | 5.1127 | |
| ResNetModel Category=Computer Vision Backbones2025.09 | 0.0098 | 2.9983 | 5.8743 | |
| PastNetModel Category=Spatiotemporal Models2025.09 | 0.0128 | 1.7574 | 2.3837 | |
| U-NetModel Category=Computer Vision Backbones2025.09 | 0.0182 | 3.7935 | 4.6647 | |
| FNOModel Category=Operator Learning Models2025.09 | 0.0267 | 2.5634 | 3.1284 | |
| ViTModel Category=Computer Vision Backbones2025.09 | 0.036 | 5.6154 | 5.6401 | |
| ConvLSTMModel Category=Spatiotemporal Models2025.09 | 0.0374 | 3.9841 | 4.9381 | |
| CNOModel Category=Operator Learning Models2025.09 | 0.0407 | 7.7403 | 11.3015 |