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Papers Benchmarks Datasets Tasks

Photo Retouching research benchmarks · SOTA2 Research

Photo Retouching

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

FiveK 480p resolution (test)

25.5PSNR

27

Feb 26, 2026

MIT Adobe FiveK

23.14PSNR

25

Feb 26, 2026

25.34PSNR

10

May 1, 2026

Aether-bench Auto-Syn

90.95Hist-L

8

May 1, 2026

25.5PSNR

8

Feb 26, 2026

FiveK original resolution (test)

Image-Adaptive 3D LUT

25.1PSNR

8

Feb 26, 2026

PPR10K expert c 1.0 (test)

26.76PSNR

6

Feb 26, 2026

PPR10K expert b 1.0 (test)

3D-LUT + AdaInt

26.62PSNR

6

Feb 26, 2026

PPR10K expert a 1.0 (test)

3D-LUT + AdaInt

27.31PSNR

6

Feb 26, 2026

PPR10K 360p expert c 1.0 (test)

25.52PSNR

6

Feb 26, 2026

PPR10K 360p expert b 1.0 (test)

24.91PSNR

6

Feb 26, 2026

PPR10K 360p expert a 1.0 (test)

25.98PSNR

6

Feb 26, 2026

FiveK Full Resolution (4K)

25.43PSNR

6

Feb 26, 2026

FiveK Full Resolution (4K) 1 (test)

1.49Runtime

6

Feb 26, 2026

PPR10K 360p Expert c groundtruth (test)

25.59PSNR

3

Feb 26, 2026

PPR10K 360p Expert b groundtruth (test)

25.23PSNR

3

Feb 26, 2026

PPR10K 360p Expert a groundtruth (test)

26.28PSNR

3

Feb 26, 2026

Popular datasets

PPR10K FIVEK MIT-Adobe FiveK Aether-Bench

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