KAN benchmark
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
KAN benchmark Spherical harmonics (m = 2, n = 2) (sph_harm22) (test)
1.54RMSE
2
KAN benchmark Spherical harmonics (m = 0, n = 2) (sph_harm02) (test)
2.22RMSE
2
KAN benchmark Spherical harmonics (m = 1, n = 1) (sph_harm11) (test)
2.11RMSE
2
KAN benchmark Spherical harmonics (m = 0, n = 1) (sph_harm01) (test)
1.62RMSE
2
KAN benchmark Associated Legendre function (m = 2) (lpmv2) (test)
2.74RMSE
2
KAN benchmark Associated Legendre function (m = 1) lpmv1 (test)
1.57RMSE
2
KAN benchmark Modified Bessel function of the first kind (iv) (test)
0.003RMSE
2
KAN benchmark Incomplete elliptic integral of the second kind (ellipeinc) (test)
5.23RMSE
2
KAN benchmark Jacobian elliptic functions (ellipj) (test)
6.44RMSE
2