Full Waveform Inversion on CurveVel-A SVFWI-FL (test)
0.058MAESG-DeepONet
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| SG-DeepONetSource locations=Fixed, Frequency range=5-25 Hz2024.08 | 0.058 | 0.1179 | 0.8273 | 0.2118 | |
| SG-DeepONet2024.08 | 0.0677 | 0.1293 | 0.8012 | 0.2363 | |
| Fourier-DeepONetSource locations=Fixed, Frequency range=5-25 Hz2024.08 | 0.0717 | 0.1326 | 0.7984 | 0.2393 | |
| Fourier-DeepONet2024.08 | 0.0773 | 0.1383 | 0.7884 | 0.2523 | |
| InversionNetSource locations=Fixed, Frequency range=5-25 Hz2024.08 | 0.0861 | 0.1479 | 0.7596 | 0.2697 | |
| InversionNet2024.08 | 0.0888 | 0.1511 | 0.7544 | 0.2762 | |
| Vanilla DeepONetSource locations=Fixed, Frequency range=5-25 Hz2024.08 | 0.11 | 0.1652 | 0.7248 | 0.3141 | |
| Vanilla DeepONet2024.08 | 0.1263 | 0.1927 | 0.7033 | 0.3185 |