Velocity and pressure field prediction on CFDBench PDB-Turb (downstream)
2.1L2REAOT-POT
Evaluation Results
| Method | Links | |
|---|---|---|
| AOT-POTModel Scale=Medium, Evaluation Protocol=Fine-tuned2026.05 | 2.1 | |
| AOT-POTModel Scale=Medium, Evaluation Protocol=From Scratch2026.05 | 6.3 | |
| AOT-POTModel Scale=Tiny, Evaluation Protocol=Fine-tuned2026.05 | 7.6 | |
| DPOTModel Scale=Medium, Evaluation Protocol=Fine-tuned2026.05 | 9.7 | |
| MoE-POTModel Scale=Medium, Evaluation Protocol=Fine-tuned2026.05 | 9.7 | |
| AOT-POTModel Scale=Tiny, Evaluation Protocol=From Scratch2026.05 | 10.9 | |
| MoE-POTModel Scale=Medium, Evaluation Protocol=From Scratch2026.05 | 12.3 | |
| DPOTModel Scale=Medium, Evaluation Protocol=From Scratch2026.05 | 14.2 | |
| DPOTModel Scale=Tiny, Evaluation Protocol=Fine-tuned2026.05 | 14.3 | |
| MoE-POTModel Scale=Tiny, Evaluation Protocol=Fine-tuned2026.05 | 14.7 | |
| MPP-FTEvaluation Protocol=Fine-tuned2026.05 | 15.2 | |
| MoE-POTModel Scale=Tiny, Evaluation Protocol=From Scratch2026.05 | 17.3 | |
| DPOTModel Scale=Tiny, Evaluation Protocol=From Scratch2026.05 | 18.9 | |
| (Geo-)FNO2026.05 | 19.3 |