1D Regression on sawtooth 1D function (test)
0.0018Test MSEHybrid FI-KAN
Evaluation results
| Method | Links | |
|---|---|---|
| Hybrid FI-KANExperiment Setting=Hybrid FI-KAN experiment, Parameters=840, dim_B=1.502026.03 | 0.0018 | |
| Pure FI-KANExperiment Setting=Pure FI-KAN experiment, Parameters=488, dim_B=1.502026.03 | 0.005 | |
| KANExperiment Setting=Pure FI-KAN experiment, Parameters=416, dim_B=1.502026.03 | 0.0114 | |
| KANExperiment Setting=Hybrid FI-KAN experiment, Parameters=416, dim_B=1.502026.03 | 0.0114 | |
| MLPExperiment Setting=Pure FI-KAN experiment, Parameters=487, dim_B=1.502026.03 | 0.0319 | |
| MLPExperiment Setting=Hybrid FI-KAN experiment, Parameters=841, dim_B=1.502026.03 | 0.0319 |