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Papers Benchmarks Datasets Tasks

Image Deraining research benchmarks – Page 2 · SOTA2 Research

Image Deraining

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

38.42PSNR

15

May 4, 2026

35.36PSNR

15

May 4, 2026

34.56PSNR

15

Mar 11, 2026

33.48PSNR

15

Feb 26, 2026

LHP-Rain Rain200H source

31.14PSNR

14

Mar 13, 2026

LHP-Rain Rain13K source

32.46PSNR

14

Mar 13, 2026

30.95PSNR

14

Mar 13, 2026

RE-Rain (unpaired)

19.693BRISQUE

14

Mar 13, 2026

33.96PSNR

14

Feb 26, 2026

DDN-Data (test)

34.36PSNR

14

Feb 26, 2026

DID-Data (test)

35.38PSNR

14

Feb 26, 2026

34.25PSNR

13

May 5, 2026

MS+Inverse-Correction

66.92FID

13

Mar 27, 2026

39.57PSNR

13

Feb 26, 2026

30.33PSNR

13

Feb 26, 2026

Google Real-world rainy images (test)

4.032NIQE

13

Feb 26, 2026

93.75SSIM

12

Jun 2, 2026

FoundIR Rain (test)

33.09PSNR

12

Mar 16, 2026

29.04PSNR

12

Mar 11, 2026

34.05PSNR

12

May 5, 2026

100 newly-synthesized images (test)

112Win Count

12

Feb 26, 2026

35.13PSNR

11

Mar 26, 2026

RealRain-1K 19 (test)

0.135LPIPS

11

Mar 4, 2026

FoundIR Rain 1.0 (test)

0.08LPIPS

11

Mar 4, 2026

Test2800 25 (test)

34.245PSNR

11

Feb 26, 2026

Page 2 of 5

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Rain100 Rain Rain100L Rain100H Test100

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