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Papers Benchmarks Datasets Tasks

Natural Images dataset and benchmarks · SOTA2 Research

Research Datasets

Natural Images

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Image Denoising

68 natural images (test)

0.005Runtime (s)

43

Image Thresholding

Natural Images (test)

0.979SSIM

20

Image Segmentation

Natural Images (test)

42.301PSNR

20

JPEG Deblocking

Natural Images

31.41PSNR

18

2D image reconstruction

Natural images (test)

26.69PSNR

12

2D image reconstruction

Natural images non-separable coordinates (test)

24.9PSNR

10

Implicit Neural Representation

Natural images

25.47PSNR (dB)

10

Likelihood Model Selection

Natural Images (test)

100Accuracy

6

4x Super-resolution

Natural images

30.807PSNR

3

Motion deblurring

Natural images

33.305PSNR

3

Gaussian deblurring

Natural images

30.741PSNR

3

Popular tasks

2D image reconstruction Image Segmentation Gaussian Deblurring Motion Deblurring Image Denoising

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