Airfoil
Benchmarks
TaskDatasetSOTA resultTrendResults
Airfoil (3 train-test splits)
-0.176LPPD
7
Airfoil NACA-0012 (test)
59.6Error (%)
7
Airfoil NACA-0012 (train)
32.9Error (%)
7
Airfoil
1.487Validation RMSE
6
Airfoil
1.31MAE
6
Airfoil
1.3NRMSE
6
airfoil (test)
22.2Conditional Large-Loss Rate
6
Airfoil irregular spatial domains OOD OFormer (test)
0.041nMSE
6
Airfoil (test)
0.084NLL
6
Airfoil
0.58Median Relative L2 Error
5
Airfoil
1.4NMAE
5
Airfoil (test)
91.3Marginal Coverage
5
Airfoil
1.749AURC
5
Airfoil
91.7Coverage
4
Airfoil (test)
26.8RMSE-1
4
AirFoil 9k
1.42Lift Coefficient (CL)
4
Airfoil (test)
0.05Wall-clock Time (s)
4
Airfoil (test)
0.094RMSE
4
Airfoil (test)
1Pearson r
3
airfoil
40.3NCIW
2
Airfoil (test)
—Primary metric
0
Airfoil (test)
—Primary metric
0