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Papers Benchmarks Datasets Tasks

Formula Regression research benchmarks · SOTA2 Research

Formula Regression

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

KAN benchmark Modified Bessel function of the second kind (kv) (test)

Universal Hypernetwork (UHN)

0.01RMSE

5

Apr 3, 2026

KAN benchmark Spherical harmonics (m = 2, n = 2) (sph_harm22) (test)

1.54RMSE

2

Apr 3, 2026

KAN benchmark Spherical harmonics (m = 1, n = 2) (sph_harm12) (test)

0RMSE

2

Apr 3, 2026

KAN benchmark Spherical harmonics (m = 0, n = 2) (sph_harm02) (test)

2.22RMSE

2

Apr 3, 2026

KAN benchmark Spherical harmonics (m = 1, n = 1) (sph_harm11) (test)

2.11RMSE

2

Apr 3, 2026

KAN benchmark Spherical harmonics (m = 0, n = 1) (sph_harm01) (test)

1.62RMSE

2

Apr 3, 2026

KAN benchmark Associated Legendre function (m = 2) (lpmv2) (test)

2.74RMSE

2

Apr 3, 2026

KAN benchmark Associated Legendre function (m = 1) lpmv1 (test)

Universal Hypernetwork (UHN)

1.57RMSE

2

Apr 3, 2026

KAN benchmark Associated Legendre function (m = 0) (lpmv0) (test)

7.06RMSE

2

Apr 3, 2026

KAN benchmark Modified Bessel function of the first kind (iv) (test)

Universal Hypernetwork (UHN)

0.003RMSE

2

Apr 3, 2026

KAN Bessel function of the second kind (yv) (test)

1.09RMSE

2

Apr 3, 2026

KAN benchmark Bessel function of the first kind (jv) (test)

1.8RMSE

2

Apr 3, 2026

KAN benchmark Incomplete elliptic integral of the second kind (ellipeinc) (test)

Universal Hypernetwork (UHN)

5.23RMSE

2

Apr 3, 2026

KAN benchmark Incomplete elliptic integral of the first kind (ellipkinc) (test)

5.37RMSE

2

Apr 3, 2026

KAN benchmark Jacobian elliptic functions (ellipj) (test)

Universal Hypernetwork (UHN)

6.44RMSE

2

Apr 3, 2026

Popular datasets

KAN benchmark KAN

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