Higher-frequency wave-field prediction on SimpleWave (test)
0.396H1 ErrorAPEX
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| APEXFrequency Group=HF202026.05 | 0.396 | 0.909 | |
| APEXFrequency Group=HF502026.05 | 0.494 | 0.865 | |
| APEXFrequency Group=Overall2026.05 | 0.564 | 0.811 | |
| APEXFrequency Group=HF1002026.05 | 0.804 | 0.659 | |
| HNO-JointFrequency Group=HF20, Training Protocol=Jointly trained2026.05 | 0.885 | 0.54 | |
| HNO-FTFrequency Group=HF20, Training Protocol=Fine-tuned2026.05 | 0.923 | 0.496 | |
| CFM-JointFrequency Group=HF20, Training Protocol=Jointly trained2026.05 | 0.935 | 0.62 | |
| FNO-JointFrequency Group=HF20, Training Protocol=Jointly trained2026.05 | 0.963 | 0.403 | |
| HNO-JointFrequency Group=Overall, Training Protocol=Jointly trained2026.05 | 0.967 | 0.501 | |
| HNO-JointFrequency Group=HF50, Training Protocol=Jointly trained2026.05 | 0.973 | 0.531 | |
| HNO-FTFrequency Group=Overall, Training Protocol=Fine-tuned2026.05 | 1.005 | 0.454 | |
| HNO-FTFrequency Group=HF50, Training Protocol=Fine-tuned2026.05 | 1.021 | 0.465 | |
| FNO-JointFrequency Group=HF50, Training Protocol=Jointly trained2026.05 | 1.032 | 0.438 | |
| FNO-JointFrequency Group=Overall, Training Protocol=Jointly trained2026.05 | 1.032 | 0.388 | |
| HNO-JointFrequency Group=HF100, Training Protocol=Jointly trained2026.05 | 1.044 | 0.433 | |
| FNO-FTFrequency Group=HF20, Training Protocol=Fine-tuned2026.05 | 1.053 | 0.157 | |
| HNO-FTFrequency Group=HF100, Training Protocol=Fine-tuned2026.05 | 1.071 | 0.4 | |
| FNO-FTFrequency Group=Overall, Training Protocol=Fine-tuned2026.05 | 1.099 | 0.176 | |
| FNO-JointFrequency Group=HF100, Training Protocol=Jointly trained2026.05 | 1.1 | 0.324 | |
| CFM-JointFrequency Group=Overall, Training Protocol=Jointly trained2026.05 | 1.107 | 0.496 | |
| FNO-FTFrequency Group=HF50, Training Protocol=Fine-tuned2026.05 | 1.114 | 0.238 | |
| FNO-FTFrequency Group=HF100, Training Protocol=Fine-tuned2026.05 | 1.128 | 0.133 | |
| CFM-JointFrequency Group=HF50, Training Protocol=Jointly trained2026.05 | 1.151 | 0.516 | |
| CFM-JointFrequency Group=HF100, Training Protocol=Jointly trained2026.05 | 1.234 | 0.351 | |
| HNO-LFFrequency Group=HF20, Training Protocol=Direct LF extrapolation2026.05 | 1.359 | 0.012 | |
| FNO-LFFrequency Group=HF20, Training Protocol=Direct LF extrapolation2026.05 | 1.377 | 0.012 | |
| HNO-LFFrequency Group=Overall, Training Protocol=Direct LF extrapolation2026.05 | 1.393 | 0.013 | |
| HNO-LFFrequency Group=HF100, Training Protocol=Direct LF extrapolation2026.05 | 1.401 | 0.014 | |
| HNO-LFFrequency Group=HF50, Training Protocol=Direct LF extrapolation2026.05 | 1.42 | 0.014 | |
| FNO-LFFrequency Group=Overall, Training Protocol=Direct LF extrapolation2026.05 | 1.42 | 0.013 | |
| FNO-LFFrequency Group=HF100, Training Protocol=Direct LF extrapolation2026.05 | 1.429 | 0.013 | |
| FNO-LFFrequency Group=HF50, Training Protocol=Direct LF extrapolation2026.05 | 1.454 | 0.013 |