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Full Waveform Inversion research benchmarks · SOTA2 Research

Full Waveform Inversion

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Overthrust model

0.055MSE

36

Mar 25, 2026

0.048MSE

36

Mar 25, 2026

0.591SSIM

27

Mar 25, 2026

Marmousi Model S-Shots

0.16MSE

18

Mar 25, 2026

2D Marmousi 5 shots

68.08SSIM

9

Mar 25, 2026

2D Marmousi Frequency cutoff 6 Hz

0.665SSIM

9

Mar 25, 2026

2D Marmousi Frequency cutoff 4 Hz

67.74SSIM

9

Mar 25, 2026

2D Marmousi Gaussian noise 8σ0

60.48SSIM

9

Mar 25, 2026

2D Marmousi Gaussian noise 4σ0

61.82SSIM

9

Mar 25, 2026

2D Marmousi Constant initial velocity model

67.73SSIM

9

Mar 25, 2026

2D Marmousi Linear initial velocity model

0.713SSIM

9

Mar 25, 2026

2D Marmousi Smooth initial velocity model

0.718SSIM

9

Mar 25, 2026

BP Model Constant 2004

0.084MSE

9

Mar 25, 2026

Salt Model Constant

0.188MSE

9

Mar 25, 2026

Salt Model Smooth

0.118MSE

9

Mar 25, 2026

Overthrust Model Smooth

0.055MSE

9

Mar 25, 2026

Marmousi Model F-Cutoff

0.185MSE

9

Mar 25, 2026

Marmousi Model G-Noise

0.215MSE

9

Mar 25, 2026

Marmousi Model Constant

0.289MSE

9

Mar 25, 2026

Marmousi Model Smooth

0.142MSE

9

Mar 25, 2026

CurveVel-A SVFWI-FL (test)

0.058MAE

8

Mar 18, 2026

OpenFWI Style-B

91.47SSIM

6

Mar 11, 2026

OpenFWI Style-A

97.82SSIM

6

Mar 11, 2026

OpenFWI CurveFault-B

76.04SSIM

6

Mar 11, 2026

OpenFWI CurveFault-A

98.01SSIM

6

Mar 11, 2026

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OpenFWI Marmousi Marmousi Model Overthrust SVFWI

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