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Cameraman dataset and benchmarks · SOTA2 Research

Research Datasets

Cameraman

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Image Restoration

Cameraman gray scale image

27.857PSNR

28

Image Denoising

Cameraman

37.531PSNR

25

Image Denoising

Cameraman

33.3PSNR

16

Image Denoising

Cameraman

27.16PSNR (dB)

15

Image Inpainting

cameraman 80% missing pixels, sigma_e = 0 (test)

25.27PSNR

5

Image Deblurring

Cameraman 512x512, sigma = 0.03

27.55PSNR (dB)

5

Image Deblurring

Cameraman 512x512, sigma = 0.01

30.27PSNR (dB)

5

Image Inpainting

cameraman

24.59PSNR

4

Image Denoising

Cameraman standard (test)

31.25PSNR

3

Image Steganography

Cameraman

69.822PSNR (dB)

2

Correlation Coefficient Analysis

Cameraman grayscale image (test)

0.986Horizontal Correlation (Original)

2

Popular tasks

Image Denoising Image Deblurring Image Inpainting Image Steganography Image Restoration

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