Learning PDE Solution Operators
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
0.166Mean L2 Relative Error
20
Feb 26, 2026
22Mean L2 Rel Error
12
Feb 26, 2026
0.05Mean L2 Relative Error
12
Feb 26, 2026
0.409Mean L2 Relative Error
8
Feb 26, 2026
0.08Mean L2 Relative Error
8
Feb 26, 2026
1.08Mean L2 Relative Error
8
Feb 26, 2026
34.95Training Time (s)
7
Feb 26, 2026
13.77Training Time per Epoch (s)
7
Feb 26, 2026
1.65Training Time per Epoch (s)
7
Feb 26, 2026
1.65Training Time per Epoch (s)
7
Feb 26, 2026
1.48Training Time per Epoch (s)
7
Feb 26, 2026
1.09Training Time (s)
7
Feb 26, 2026
119,304Avg Parameters
6
Feb 26, 2026
406,053Average Parameters
6
Feb 26, 2026
283,413Avg Learnable Parameters
6
Feb 26, 2026