Function Approximation on 1D multiscale function
2.86L(θ) ErrorMscaleDNN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MscaleDNNDNN Architecture=MscaleDNN2026.06 | 2.86 | 2.37 | 21.59 | |
| MFFDNN Architecture=MFF2026.06 | 2.96 | 7.56 | 2.26 | |
| MscaleDNNDNN Architecture=MscaleDNN2026.06 | 3.04 | 8.31 | 21.15 | |
| MFFDNN Architecture=MFF2026.06 | 4.63 | 2.92 | 2.23 | |
| Vanilla DNNDNN Architecture=Vanilla DNN2026.06 | 5.01 | 9.94 | 2.41 | |
| Vanilla DNNDNN Architecture=Vanilla DNN2026.06 | 5.02 | 9.95 | 2.43 | |
| RepNetDNN Architecture=RepNet2026.06 | 6.29 | 3.62 | 2.68 | |
| RepNetDNN Architecture=RepNet2026.06 | 9.75 | 1.4 | 2.61 |