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Fluid dynamics forecasting on Isotropic Turbulence

0.0001Relative L2 Error (1-step)DINO
-0.0016680.0102660.02220.034134Sep 25, 2025

Evaluation results

MethodLinks
DINOModel Category=Spatiotemporal Models2025.090.00010.00160.111
NMOModel Category=Operator Learning Models2025.090.00020.00430.1873
SimVPModel Category=Spatiotemporal Models2025.090.00020.00460.2231
PDE-RefinerModel Category=Operator Learning Models2025.090.00030.00510.2103
U-NetModel Category=Computer Vision Backbones2025.090.00070.02960.6583
DiTModel Category=Computer Vision Backbones2025.090.00070.02831.2731
CNOModel Category=Operator Learning Models2025.090.00080.12271.5676
LSMModel Category=Operator Learning Models2025.090.00170.12872.0382
ResNetModel Category=Computer Vision Backbones2025.090.00250.24242.363
PastNetModel Category=Spatiotemporal Models2025.090.00730.03480.6173
ViTModel Category=Computer Vision Backbones2025.090.00740.23633.8732
FNOModel Category=Operator Learning Models2025.090.01180.13841.9832
ConvLSTMModel Category=Spatiotemporal Models2025.090.04430.06871.2384