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Papers Benchmarks Datasets Tasks

Image Retouching research benchmarks · SOTA2 Research

Image Retouching

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

SynArtifacts 1K

Agentic Retoucher

66.66Plausibility

9

Feb 26, 2026

Agentic Retoucher

47.1Plausibility Score

9

Feb 26, 2026

VeraRetouch-DAPO-AE

26.85PSNR

8

May 1, 2026

26.23PSNR

7

Feb 26, 2026

MIT5K Average across Experts Star (test)

26.29PSNR

7

Feb 26, 2026

MIT5K Expert E Star (test)

25.91PSNR

7

Feb 26, 2026

MIT5K Expert D Star (test)

26.1PSNR

7

Feb 26, 2026

MIT5K Expert C Star (test)

26.77PSNR

7

Feb 26, 2026

MIT5K Expert B Star (test)

27.28PSNR

7

Feb 26, 2026

MIT5K Expert A Star (test)

25.38PSNR

7

Feb 26, 2026

PPR10K Expert C

26.21PSNR

5

Feb 26, 2026

PPR10K Expert B

25.67PSNR

5

Feb 26, 2026

PPR10K Expert A

26.58PSNR

5

Feb 26, 2026

MIT5K expert retouching

15.46PSNR (dB)

3

Jun 23, 2026

Popular datasets

MIT5K PPR10K FIVEK GenBlemish SynArtifacts

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