ResearchBenchmarksAccuracy Prediction on K-MNIST (test)Accuracy Prediction on K-MNIST (test)Follow1.45MSEWS-KAN1.24082.65294.0655.4771Feb 18, 2026Evaluation resultsMethodMethodLinksMSER²WS-KAN2026.021.4595.69DS2026.02294.07DMC2026.023.2790.29MLPalignment=truealignment=true2026.023.3390.11MLPaugmentation=trueaugmentation=true2026.025.3384.15MLP2026.026.6880.13