Partial Differential Equation Solving
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
0L-inf Error
40
May 29, 2026
0.038Relative L2 Error
12
May 25, 2026
0.011Relative L2 Error
12
May 25, 2026
0.013Relative L2 Error
12
May 25, 2026
0.004Relative L2 Error
12
May 25, 2026
0MSE
12
Feb 26, 2026
0MSE
12
Feb 26, 2026
0MSE
12
Jun 9, 2026
0.005Relative L2 Error
11
May 25, 2026
0.02Relative L2 Error
11
May 25, 2026
0.017Relative L2 Error
11
May 25, 2026
0.001Average MSE (10 Tasks)
9
May 1, 2026
0.059Average MSE (10 Tasks)
9
May 1, 2026
0.145Average MSE (10 Tasks)
9
May 1, 2026
0.009Error
8
Jul 3, 2026
0.003Relative L2 Error
7
May 4, 2026
11.88Total Training Time (min)
6
Jul 7, 2026
20.05Total Training Time (min)
6
Jul 7, 2026
1Improvement Ratio (mean)
6
Jun 11, 2026
0.183Relative MSE
6
Apr 3, 2026
0.001Relative MSE
6
Apr 3, 2026
0.034Relative MSE
6
Apr 3, 2026
0.002Relative MSE
6
Apr 3, 2026
0.001Relative MSE
6
Apr 3, 2026
0.039Relative MSE
6
Apr 3, 2026