Velocity and pressure field prediction on CFDBench 3D (downstream)
0.033L2 Relative ErrorAOT-POT
Evaluation Results
| Method | Links | |
|---|---|---|
| AOT-POTModel Scale=Medium, Evaluation Protocol=Fine-tuned2026.05 | 0.033 | |
| AOT-POTModel Scale=Medium, Evaluation Protocol=From Scratch2026.05 | 0.069 | |
| AOT-POTModel Scale=Tiny, Evaluation Protocol=Fine-tuned2026.05 | 0.098 | |
| AOT-POTModel Scale=Tiny, Evaluation Protocol=From Scratch2026.05 | 0.144 | |
| MoE-POTModel Scale=Medium, Evaluation Protocol=Fine-tuned2026.05 | 0.156 | |
| MoE-POTModel Scale=Medium, Evaluation Protocol=From Scratch2026.05 | 0.188 | |
| DPOTModel Scale=Medium, Evaluation Protocol=Fine-tuned2026.05 | 0.209 | |
| DPOTModel Scale=Medium, Evaluation Protocol=From Scratch2026.05 | 0.233 | |
| MoE-POTModel Scale=Tiny, Evaluation Protocol=Fine-tuned2026.05 | 0.259 | |
| DPOTModel Scale=Tiny, Evaluation Protocol=Fine-tuned2026.05 | 0.277 | |
| MoE-POTModel Scale=Tiny, Evaluation Protocol=From Scratch2026.05 | 0.288 | |
| DPOTModel Scale=Tiny, Evaluation Protocol=From Scratch2026.05 | 0.301 | |
| (Geo-)FNO2026.05 | 0.41 |