CFDBench
Benchmarks
TaskDatasetSOTA resultTrendResults
CFDBench
0.002L2RE
25
CFDBench PDB-Turb (downstream)
2.1L2RE
14
CFDBench Steady (downstream)
0.2L2RE
13
CFDBench 3D (downstream)
0.033L2 Relative Error
13
CFDBench Kolmogorov (downstream)
0.014L2RE
12
CFDBench PDB-Turb (test)
0.021L2RE
8
CFDBench Steady* (test)
0.002L2RE
7
CFDBench 3D (test)
3.3L2RE
7
CFDBench Kolmogorov (test)
0.014L2RE
6
CFDBench Cavity
0.146RMSE
6
CFDBench Dam
0.022RMSE
6
CFDBench Cylinder
0.026RMSE
6
CFDBench Tube
0.104RMSE
6
CFDBench v1.0 (test)
0.006L2RE
2
CFDBench Cylinder (geometry holdout)
1.91Selected Final-Step MSE
1
CFDBench Dam (geometry holdout)
354Selected Final-Step MSE
1
CFDBench Cylinder
4.4Final-Step MSE (Selected)
1
CFDBench Dam (official split)
2.4Selected Final-Step MSE
1