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BSDS500 dataset and benchmarks · SOTA2 Research

Research Datasets

BSDS500

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Color JPEG Image Restoration

BSDS500 (test)

33.37PSNR

59

Grayscale JPEG image restoration

BSDS500 (test)

34.33PSNR

28

BSDS500

85.24Mean Precision

15

Image Denoising

BSDS500 sigma^2 = 0.01 (test)

77.2SSIM

10

Compressive Sensing

BSDS500 gamma_s = 0.2

34.55PSNR

9

BSDS500

28.8PSNR (dB)

4

Popular tasks

Image Denoising Denoising Edge Detection Grayscale JPEG image restoration Color JPEG Image Restoration

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