| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| F3(ξ) | Padé[K/3]-rKAN | MSE0 | 33 | 4d ago | |
| Function F2(xi) | Jacobi-rKAN | MSE0 | 31 | 4d ago | |
| Function Approximation [np, 6, 1] | WavKAN | Time (sec/iter)0.0054 | 14 | 4d ago | |
| ModP (x, 4) over [0, 29] | BitStack | MAE0 | 12 | 4d ago | |
| Negative Entropy (test) | Tsolve (s)0 | 7 | 4d ago | ||
| Negative Logarithm (Neg. Log) (test) | Solve Time (s)0 | 7 | 4d ago | ||
| 2D smooth | RMSE2.481 | 5 | 4d ago | ||
| 3D Coulomb | MLP | RMSE2.361 | 4 | 4d ago | |
| 2D multi-power | MLP | RMSE1.641 | 4 | 4d ago | |
| 2D r^-1 | MLP | RMSE1.731 | 4 | 4d ago | |
| 2D r^1/2 | RMSE1.081 | 4 | 4d ago | ||
| 2D log r | RMSE1.701 | 4 | 4d ago | ||
| 2D 3-source | RMSE1.451 | 2 | 4d ago | ||
| 2D 2-source | MLP | RMSE1.461 | 2 | 4d ago | |
| 2D crack-tip | SIREN | RMSE2.541 | 2 | 4d ago | |
| Analytic functions on polytope partition | - | - | 0 | 4d ago | |
| Continuous functions C(K) on polytope partition | - | - | 0 | 4d ago | |
| Infinitely smooth functions C^infinity([0, 1]^d) on cube partition | - | - | 0 | 4d ago | |
| Sobolev space W^{n, infinity}([0, 1]^D) on cube partition | - | - | 0 | 4d ago | |
| Smooth functions C^s([0, 1]^d) on cube partition | - | - | 0 | 4d ago | |
| Continuous functions C([0, 1]^d) cube partition | - | - | 0 | 4d ago | |
| Function F1(xi) (test) | - | - | 0 | 4d ago |
