1D Regression on multiscale 1D function (test)
0.0016Test MSEHybrid FI-KAN
Evaluation results
| Method | Links | |
|---|---|---|
| Hybrid FI-KANExperiment Setting=Hybrid FI-KAN experiment, Parameters=840, dim_B=mixed2026.03 | 0.0016 | |
| Pure FI-KANExperiment Setting=Pure FI-KAN experiment, Parameters=488, dim_B=mixed2026.03 | 0.0023 | |
| KANExperiment Setting=Pure FI-KAN experiment, Parameters=416, dim_B=mixed2026.03 | 0.0037 | |
| KANExperiment Setting=Hybrid FI-KAN experiment, Parameters=416, dim_B=mixed2026.03 | 0.0037 | |
| MLPExperiment Setting=Hybrid FI-KAN experiment, Parameters=841, dim_B=mixed2026.03 | 0.399 | |
| MLPExperiment Setting=Pure FI-KAN experiment, Parameters=487, dim_B=mixed2026.03 | 0.455 |