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Papers Benchmarks Datasets Tasks

Full Waveform Inversion research benchmarks – Page 2 · SOTA2 Research

Full Waveform Inversion

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

OpenFWI FlatFault-B

86.21SSIM

6

Mar 11, 2026

OpenFWI FlatFault-A

99.18SSIM

6

Mar 11, 2026

OpenFWI CurveVel-B

83.51SSIM

6

Mar 11, 2026

OpenFWI CurveVel-A

0.92SSIM

6

Mar 11, 2026

OpenFWI FlatVel-B

0.987SSIM

6

Mar 11, 2026

OpenFWI FlatVel-A

99.87SSIM

6

Mar 11, 2026

OpenFWI Average of 10 sub-datasets (test)

2.98MAE

5

Apr 10, 2026

OpenFWI Style-B (test)

0.037MAE

5

Apr 10, 2026

OpenFWI Style-A (test)

0.031MAE

5

Apr 10, 2026

OpenFWI CurveFault-B (test)

0.089MAE

5

Apr 10, 2026

OpenFWI CurveFault-A (test)

0.011MAE

5

Apr 10, 2026

OpenFWI FlatFault-B (test)

0.036MAE

5

Apr 10, 2026

OpenFWI FlatFault-A (test)

0.006MAE

5

Apr 10, 2026

OpenFWI CurveVel-B (test)

0.047MAE

5

Apr 10, 2026

OpenFWI CurveVel-A (test)

0.025MAE

5

Apr 10, 2026

OpenFWI FlatVel-B (test)

0.013MAE

5

Apr 10, 2026

OpenFWI FlatVel-A (test)

0.004MAE

5

Apr 10, 2026

OpenFWI Style noisy

14.56MSE

5

Mar 25, 2026

OpenFWI CurveFault noisy

24.61MSE

5

Mar 25, 2026

OpenFWI FaltFault noisy

19.59MSE

5

Mar 25, 2026

OpenFWI CurveVel noisy

7.93MSE

5

Mar 25, 2026

OpenFWI FaltVel noisy

6.65MSE

5

Mar 25, 2026

3D Overthrust model SEG/EAGE (test)

0.097Normalized MSE

4

Mar 25, 2026

SVFWI-F CurveFault-A (test)

2.66MAE

4

Mar 18, 2026

SVFWI-F FlatFault-B (test)

0.098MAE

4

Mar 18, 2026

Page 2 of 3

Popular datasets

OpenFWI Marmousi Marmousi Model Overthrust SVFWI

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