Better performance?

[XiaohuiZhang1996]

Was curious about the performance in your two example demo and whether KAN outperforms the MLP.

[ZPZhou-lab]

I haven't conducted parameter tuning experiments on the two frameworks (MLP and KAN) yet. Currently, for the tasks presented in the demo(sklearn.make_regression and fashion-mnist), the performance achievable by the two models might be similar(and KANuses fewer parameters as its non-linear ability is transferred to the calculation of B-spline basis).