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  • Benchmarks
    • Compressive sensing
    • Image deblurring
    • Image denoising
    • MRI
    • Seismic deblending
    • Seismic interpolation
    • Seismic post-stack inversion
    • Seismic pre-stack inversion
  • Contributing
  1. PyLops Benchmarks /
  2. Benchmarks

Benchmarks#

Benchmark

Solvers

Configurations

Best solver (PSNR)

Best PSNR [dB]

Compressive sensing

10

10

AA-ISTA

51.24

Image deblurring

9

13

PrimalDual-TV (box=True)

22.22

Image denoising

14

18

PnP-ADMM-BM3D

29.62

MRI

7

9

LinearizedADMM-TV (eps=0.002, tv=aniso)

42.86

Seismic deblending

4

16

POCS (formulation=analysis, regularizer=l0)

48.46

Seismic interpolation

9

9

AIHT-FFT2D

60.30

Seismic post-stack inversion

9

9

PrimalDual-TV

24.55

Seismic pre-stack inversion

6

6

ADMML2-TV

34.05

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