Higher-frequency wave-field prediction on Helmholtz (test)
0.422H1 ScoreAPEX
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| APEXFrequency Group=HF202026.05 | 0.422 | 92.8 | |
| APEXFrequency Group=HF502026.05 | 0.492 | 88.5 | |
| APEXFrequency Group=Overall2026.05 | 0.516 | 87.6 | |
| APEXFrequency Group=HF1002026.05 | 0.634 | 81.5 | |
| FNO-JointFrequency Group=HF20, Training Protocol=Jointly trained2026.05 | 0.715 | 90.3 | |
| HNO-FTFrequency Group=HF20, Training Protocol=Fine-tuned2026.05 | 0.756 | 87.1 | |
| FNO-FTFrequency Group=HF20, Training Protocol=Fine-tuned2026.05 | 0.762 | 89.7 | |
| FNO-JointFrequency Group=HF50, Training Protocol=Jointly trained2026.05 | 0.779 | 85 | |
| FNO-FTFrequency Group=HF50, Training Protocol=Fine-tuned2026.05 | 0.783 | 87.4 | |
| FNO-JointFrequency Group=Overall, Training Protocol=Jointly trained2026.05 | 0.797 | 83 | |
| FNO-FTFrequency Group=Overall, Training Protocol=Fine-tuned2026.05 | 0.837 | 84.3 | |
| CFM-JointFrequency Group=HF20, Training Protocol=Jointly trained2026.05 | 0.852 | 65.3 | |
| CFM-JointFrequency Group=Overall, Training Protocol=Jointly trained2026.05 | 0.893 | 53.1 | |
| CFM-JointFrequency Group=HF50, Training Protocol=Jointly trained2026.05 | 0.895 | 54.3 | |
| FNO-JointFrequency Group=HF100, Training Protocol=Jointly trained2026.05 | 0.899 | 73.7 | |
| HNO-FTFrequency Group=HF50, Training Protocol=Fine-tuned2026.05 | 0.909 | 82.1 | |
| HNO-JointFrequency Group=HF20, Training Protocol=Jointly trained2026.05 | 0.93 | 85.3 | |
| CFM-JointFrequency Group=HF100, Training Protocol=Jointly trained2026.05 | 0.93 | 39.7 | |
| FNO-FTFrequency Group=HF100, Training Protocol=Fine-tuned2026.05 | 0.966 | 75.9 | |
| HNO-FTFrequency Group=Overall, Training Protocol=Fine-tuned2026.05 | 0.98 | 79.6 | |
| HNO-JointFrequency Group=HF50, Training Protocol=Jointly trained2026.05 | 1.006 | 79.4 | |
| HNO-JointFrequency Group=Overall, Training Protocol=Jointly trained2026.05 | 1.112 | 77 | |
| HNO-FTFrequency Group=HF100, Training Protocol=Fine-tuned2026.05 | 1.276 | 69.6 | |
| HNO-JointFrequency Group=HF100, Training Protocol=Jointly trained2026.05 | 1.401 | 66.2 | |
| FNO-LFFrequency Group=HF20, Training Protocol=Direct LF extrapolation2026.05 | 1.611 | 16.9 | |
| FNO-LFFrequency Group=HF50, Training Protocol=Direct LF extrapolation2026.05 | 1.686 | 9.8 | |
| FNO-LFFrequency Group=Overall, Training Protocol=Direct LF extrapolation2026.05 | 1.853 | 10.6 | |
| FNO-LFFrequency Group=HF100, Training Protocol=Direct LF extrapolation2026.05 | 2.261 | 5 | |
| HNO-LFFrequency Group=HF20, Training Protocol=Direct LF extrapolation2026.05 | 2.989 | 9.7 | |
| HNO-LFFrequency Group=HF50, Training Protocol=Direct LF extrapolation2026.05 | 3.743 | 4.2 | |
| HNO-LFFrequency Group=Overall, Training Protocol=Direct LF extrapolation2026.05 | 4.123 | 5.7 | |
| HNO-LFFrequency Group=HF100, Training Protocol=Direct LF extrapolation2026.05 | 5.637 | 3.2 |