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Continuous physical field prediction on DrivAerML full-resolution
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8.37
MAE (Pressure)
R
8.366
8.393
8.42
8.447
May 9, 2026
MAE (Pressure)
MSE (Pressure)
L2 Rel Error (%) (Pressure)
Weighted MAE (Pressure)
Weighted MSE (Pressure)
Weighted L2 Rel Error (%) (Pressure)
MAE (Shear Stress)
MSE (Shear Stress)
L2 Rel Error (%) (Shear Stress)
Weighted MAE (Shear Stress)
Weighted MSE (Shear Stress)
Weighted L2 Rel Error (%) (Shear Stress)
MAE (Velocity Potential)
MSE (Velocity Potential)
L2 Rel Error (%) (Velocity Potential)
Weighted MAE (Velocity Potential)
Weighted MSE (Velocity Potential)
Weighted L2 Rel Error (%) (Velocity Potential)
MAE (Velocity)
MSE (Velocity)
L2 Rel Error (%) (Velocity)
Weighted MAE (Velocity)
Weighted MSE (Velocity)
Weighted L2 Rel Error (%) (Velocity)
Updated 22d ago
Evaluation Results
Method
Method
Links
MAE (Pressure)
MSE (Pressure)
L2 Rel Error (%) (Pressure)
Weighted MAE (Pressure)
Weighted MSE (Pressure)
Weighted L2 Rel Error (%) (Pressure)
MAE (Shear Stress)
MSE (Shear Stress)
L2 Rel Error (%) (Shear Stress)
Weighted MAE (Shear Stress)
Weighted MSE (Shear Stress)
Weighted L2 Rel Error (%) (Shear Stress)
MAE (Velocity Potential)
MSE (Velocity Potential)
L2 Rel Error (%) (Velocity Potential)
Weighted MAE (Velocity Potential)
Weighted MSE (Velocity Potential)
Weighted L2 Rel Error (%) (Velocity Potential)
MAE (Velocity)
MSE (Velocity)
L2 Rel Error (%) (Velocity)
Weighted MAE (Velocity)
Weighted MSE (Velocity)
Weighted L2 Rel Error (%) (Velocity)
R
Sampling strategy=Unif...
2026.05
8.37
201.6
3.92
6.33
119.4
4.36
0.0686
0.0179
7.62
0.0523
0.0258
7.39
0.018
0.0012
6.42
0.0052
0.0001
94
0.503
0.7831
5.7
0.129
0.1341
94
M3
Sampling strategy=Mult...
2026.05
8.47
194.4
3.86
5.57
94.1
3.84
0.0742
0.0187
7.82
0.046
0.0206
6.58
0.0307
0.0048
13.12
0.0027
0
47
0.829
2.522
10.44
0.078
0.046
55
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