PDEBench
Benchmarks
TaskDatasetSOTA resultTrendResults
PDEbench Helmholtz
1.47L2 Relative Error
3
PDEbench Poisson
1.18L2 Relative Error
3
PDEbench Sod Shock
2.31L2 Relative Error
3
PDEBench Navier-Stokes (1D) (test)
0.05nRMSE
3
PDEBench Darcy (2D) (test)
0.079nRMSE
3
PDEBench Navier-Stokes (test)
0.05nRMSE
3
PDEBench SWE v1.0 (test)
0.002L2 Relative Error
2
PDEBench DR v1.0 (test)
0.022L2 Relative Error (L2RE)
2
PDEBench CNS v1.0 (test)
0.009L2RE (1, 0.1)
2
PDEBench Diffusion-Reaction
2.01Relative L2 Error
2
PDEBench Shallow-Water 2D
0.001Relative L2 Error
2
PDEBench All
0.175Direct nRMSE
1
PDEBench INS
0.37Direct nRMSE
1
PDEBench SW
0.077Direct nRMSE
1
PDEBench DS
0.029Direct nRMSE
1
PDEBench DR
0.223Direct nRMSE
1