2D Turbulence Prediction on PDEBench high-resolution 2D turbulence
4.1Relative Median L1 ErrorAOT-POT-FT-S
Evaluation Results
| Method | Links | |
|---|---|---|
| AOT-POT-FT-STraining Protocol=fine-tuned, Model Scale=Small2026.05 | 4.1 | |
| AOT-POT-STraining Protocol=from scratch, Model Scale=Small2026.05 | 8.7 | |
| MoE-POT-FT-STraining Protocol=fine-tuned, Model Scale=Small2026.05 | 10.3 | |
| DPOT-FT-STraining Protocol=fine-tuned, Model Scale=Small2026.05 | 12.9 | |
| MPP-FTTraining Protocol=fine-tuned2026.05 | 15.2 | |
| MoE-POT-STraining Protocol=from scratch, Model Scale=Small2026.05 | 15.5 | |
| DPOT-STraining Protocol=from scratch, Model Scale=Small2026.05 | 16.8 | |
| (Geo-)FNOTraining Protocol=from scratch2026.05 | 19.3 |