Burgers
Benchmarks
TaskDatasetSOTA resultTrendResults
Burgers' nu=0.001 1D (test)
466.73Inference Time (ms)
36
Burgers
0Relative L2 Error
33
Burgers
0.26Relative Error
24
Burgers (ID)
0.018NRMSE
21
Burgers’
0.005Relative L2 Error
19
Burgers 10K-epoch
1.1Relative L2 Error
16
2D Burgers
0.24Relative L2 Error
15
Burgers 1D
0.004RMSE
15
Burgers Case E8 Mixed BC
0.038Relative L2 Error
12
Burgers Case E6 2D
0.011Relative L2 Error
12
Burgers (test)
0.032Absolute Error
10
Burgers spatial super-resolution (test)
2.488NRMSE
9
Burgers 2D
15.7Relative L2 Error
9
Burgers
0.009Relative L2 Error
8
Burgers problem (t ∈ [0.004, 0.5])
0.052Wall-clock Time (s)
8
Burgers trajectory set (test)
4.18Rollout Relative H1
8
Burgers (test)
4.16Relative L2 Error
8
Burgers Synthetic (test)
0.002NRMSE
8
Burgers'
216,657NN Weights Count
7
Burgers
0.012MMSE
7
Burgers 1D (test)
0.045MSE
7
Burgers v = 1/100pi
1.38Relative L2 Error
7
Burgers OOD
0.011nMSE
7
Burgers' (test)
4.27Relative Error
7
Burgers Synthetic
-4.27MNLL
6