Helmholtz equation
Benchmarks
TaskDatasetSOTA resultTrendResults
Helmholtz Equation
0L-infinity Error
40
Helmholtz equation
0.006Relative L2 Error
37
Helmholtz Equation (test)
0.004Max Relative L2 Error
11
3D Helmholtz Equation
0.004MSE
8
Helmholtz Equation 35
0L-infinity Error
7
Helmholtz Equation
1.63CRPS
5
Helmholtz Equation 70K epochs
0.008L1 Error
5
Helmholtz equation
5.94Relative Error (RE)
5
Helmholtz Equation sigma_obs=0.5 (val)
0.023Residual Error
4
Helmholtz Equation sigma_obs=0.1 (val)
0.024Residual
4
Helmholtz Equation sigma_obs=0.05 (val)
0.024Residual Error
4
Helmholtz Equation sigma_obs=0 (val)
0.025Residual
4
Helmholtz Equation (val)
2.32MSE Loss (Validation)
3
Helmholtz Equation (train)
1.23Training Loss
3
Helmholtz equation (test)
0MAE
2
Helmholtz equation high-frequency regime Example 2 (test)
—Primary metric
0