Fluid dynamics forecasting on Isotropic Turbulence
0.0001Relative L2 Error (1-step)DINO
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| DINOModel Category=Spatiotemporal Models2025.09 | 0.0001 | 0.0016 | 0.111 | |
| NMOModel Category=Operator Learning Models2025.09 | 0.0002 | 0.0043 | 0.1873 | |
| SimVPModel Category=Spatiotemporal Models2025.09 | 0.0002 | 0.0046 | 0.2231 | |
| PDE-RefinerModel Category=Operator Learning Models2025.09 | 0.0003 | 0.0051 | 0.2103 | |
| U-NetModel Category=Computer Vision Backbones2025.09 | 0.0007 | 0.0296 | 0.6583 | |
| DiTModel Category=Computer Vision Backbones2025.09 | 0.0007 | 0.0283 | 1.2731 | |
| CNOModel Category=Operator Learning Models2025.09 | 0.0008 | 0.1227 | 1.5676 | |
| LSMModel Category=Operator Learning Models2025.09 | 0.0017 | 0.1287 | 2.0382 | |
| ResNetModel Category=Computer Vision Backbones2025.09 | 0.0025 | 0.2424 | 2.363 | |
| PastNetModel Category=Spatiotemporal Models2025.09 | 0.0073 | 0.0348 | 0.6173 | |
| ViTModel Category=Computer Vision Backbones2025.09 | 0.0074 | 0.2363 | 3.8732 | |
| FNOModel Category=Operator Learning Models2025.09 | 0.0118 | 0.1384 | 1.9832 | |
| ConvLSTMModel Category=Spatiotemporal Models2025.09 | 0.0443 | 0.0687 | 1.2384 |