Transfer Learning on KSTAR
2.3Relative L2 ErrorWavelet Neural Operator
Evaluation results
| Method | Links | |
|---|---|---|
| Wavelet Neural OperatorSamples=10002026.06 | 2.3 | |
| MIONetSamples=10002026.06 | 2.39 | |
| NOMADSamples=10002026.06 | 3.1 | |
| Fourier Neural OperatorSamples=10002026.06 | 3.24 | |
| MIONetSamples=1002026.06 | 4.99 | |
| Wavelet Neural OperatorSamples=1002026.06 | 5.46 | |
| Fourier Neural OperatorSamples=1002026.06 | 6.22 | |
| Spatio-Spectral Graph Neural OperatorSamples=10002026.06 | 8.6 | |
| NOMADSamples=10.782026.06 | 10.78 | |
| Wavelet Neural OperatorSamples=Zero Shot2026.06 | 13.92 | |
| Fourier Neural OperatorSamples=102026.06 | 14.22 | |
| Wavelet Neural OperatorSamples=102026.06 | 16.21 | |
| MIONetSamples=102026.06 | 18.91 | |
| Spatio-Spectral Graph Neural OperatorSamples=1002026.06 | 19.3 | |
| MIONetSamples=Zero Shot2026.06 | 20.29 | |
| NOMADSamples=102026.06 | 20.38 | |
| Fourier Neural OperatorSamples=Zero Shot2026.06 | 40.28 | |
| Spatio-Spectral Graph Neural OperatorSamples=102026.06 | 52.88 | |
| NOMADSamples=Zero Shot2026.06 | 74.36 | |
| Spatio-Spectral Graph Neural OperatorSamples=Zero Shot2026.06 | 102.13 |