OpenFWI
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Full-Waveform Inversion | OpenFWI Style-B | SSIM91.47 | 6 | |
| Full-Waveform Inversion | OpenFWI Style-A | SSIM97.82 | 6 | |
| Full-Waveform Inversion | OpenFWI CurveFault-B | SSIM76.04 | 6 | |
| Full-Waveform Inversion | OpenFWI CurveFault-A | SSIM98.01 | 6 | |
| Full-Waveform Inversion | OpenFWI FlatFault-B | SSIM86.21 | 6 | |
| Full-Waveform Inversion | OpenFWI FlatFault-A | SSIM99.18 | 6 | |
| Full-Waveform Inversion | OpenFWI CurveVel-B | SSIM83.51 | 6 | |
| Full-Waveform Inversion | OpenFWI CurveVel-A | SSIM0.9199 | 6 | |
| Full-Waveform Inversion | OpenFWI FlatVel-B | SSIM0.9872 | 6 | |
| Full-Waveform Inversion | OpenFWI FlatVel-A | SSIM99.87 | 6 | |
| Full-Waveform Inversion | OpenFWI Average of 10 sub-datasets (test) | MAE2.98 | 5 | |
| Full-Waveform Inversion | OpenFWI Style-B (test) | MAE0.0368 | 5 | |
| Full-Waveform Inversion | OpenFWI Style-A (test) | MAE0.0308 | 5 | |
| Full-Waveform Inversion | OpenFWI CurveFault-B (test) | MAE0.0891 | 5 | |
| Full-Waveform Inversion | OpenFWI CurveFault-A (test) | MAE0.0107 | 5 | |
| Full-Waveform Inversion | OpenFWI FlatFault-B (test) | MAE0.0363 | 5 | |
| Full-Waveform Inversion | OpenFWI FlatFault-A (test) | MAE0.0061 | 5 | |
| Full-Waveform Inversion | OpenFWI CurveVel-B (test) | MAE0.0474 | 5 | |
| Full-Waveform Inversion | OpenFWI CurveVel-A (test) | MAE0.0245 | 5 | |
| Full-Waveform Inversion | OpenFWI FlatVel-B (test) | MAE0.0129 | 5 | |
| Full-Waveform Inversion | OpenFWI FlatVel-A (test) | MAE0.0035 | 5 | |
| Full Waveform Inversion | OpenFWI Style noisy | MSE14.56 | 5 | |
| Full Waveform Inversion | OpenFWI CurveFault noisy | MSE24.61 | 5 | |
| Full Waveform Inversion | OpenFWI FaltFault noisy | MSE19.59 | 5 | |
| Full Waveform Inversion | OpenFWI CurveVel noisy | MSE7.93 | 5 |
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