OpenFWI
Benchmarks
TaskDatasetSOTA resultTrendResults
OpenFWI Style-B
91.47SSIM
6
OpenFWI Style-A
97.82SSIM
6
OpenFWI CurveFault-B
76.04SSIM
6
OpenFWI CurveFault-A
98.01SSIM
6
OpenFWI FlatFault-B
86.21SSIM
6
OpenFWI FlatFault-A
99.18SSIM
6
OpenFWI CurveVel-B
83.51SSIM
6
OpenFWI CurveVel-A
0.92SSIM
6
OpenFWI FlatVel-B
0.987SSIM
6
OpenFWI FlatVel-A
99.87SSIM
6
OpenFWI Average of 10 sub-datasets (test)
2.98MAE
5
OpenFWI Style-B (test)
0.037MAE
5
OpenFWI Style-A (test)
0.031MAE
5
OpenFWI CurveFault-B (test)
0.089MAE
5
OpenFWI CurveFault-A (test)
0.011MAE
5
OpenFWI FlatFault-B (test)
0.036MAE
5
OpenFWI FlatFault-A (test)
0.006MAE
5
OpenFWI CurveVel-B (test)
0.047MAE
5
OpenFWI CurveVel-A (test)
0.025MAE
5
OpenFWI FlatVel-B (test)
0.013MAE
5
OpenFWI FlatVel-A (test)
0.004MAE
5
OpenFWI Style noisy
14.56MSE
5
OpenFWI CurveFault noisy
24.61MSE
5
OpenFWI FaltFault noisy
19.59MSE
5
OpenFWI CurveVel noisy
7.93MSE
5