Study compares KANs and MLPs on structured data classification using twelve datasets.
Read the original at arxiv.org→arXiv:2607.13413v1 Announce Type: new Abstract: This study presents an empirical benchmarking comparison between Kolmogorov-Arnold Networks (KANs) and Multi-Layer Perceptrons (MLPs) on structured tabular...
Original headline: "Is the Statistical Advantage Worth the Cost? An Empirical Comparison of KANs and MLPs for Structured Data Classification"