Function Approximation
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
0MSE
49
Jun 25, 2026
0L_inf Error
40
May 29, 2026
0.001Relative MSE
40
Apr 1, 2026
0Relative MSE
40
Apr 1, 2026
0MSE
33
Feb 26, 2026
0.002Relative MSE
30
Apr 1, 2026
15Runtime
27
Jun 4, 2026
0.001Relative MSE
20
Apr 1, 2026
0Error (d=1)
14
Jun 4, 2026
0.005Time (sec/iter)
14
Feb 26, 2026
0MAE
12
Feb 26, 2026
0RMSE
10
Apr 30, 2026
0.039RMSE
10
Apr 30, 2026
4.012Relative MSE
10
Apr 1, 2026
0.002Relative MSE
10
Apr 1, 2026
2.86L(θ) Error
8
Jun 16, 2026
1.07Relative L2 Error
7
May 22, 2026
1.37Relative L2 Error
7
May 22, 2026
0.012Rel. L2 Error
7
May 22, 2026
3.04Relative L2 Error
7
May 22, 2026
0Tsolve (s)
7
Feb 26, 2026
0Solve Time (s)
7
Feb 26, 2026
40.3Runtime
6
Jun 4, 2026
2Approximation Error
6
Jun 1, 2026
1Depth
6
May 12, 2026