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Papers Benchmarks Datasets Tasks

Image Colorization research benchmarks · SOTA2 Research

Image Colorization

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Multi-instance (test)

25.51PSNR

20

Feb 26, 2026

Extended COCO-Stuff (test)

25.97PSNR

20

Feb 26, 2026

ImageNet-1K (test)

0.53MSE

17

Apr 7, 2026

104.72FID

16

Mar 27, 2026

ImageNet 500-image human evaluation (test)

62AMT Fooling Rate

11

Feb 26, 2026

14.68FID

9

Feb 26, 2026

ILSVRC 1000 2012 (val)

Local Hints Network

37.7PSNR

9

Feb 26, 2026

ImageNet and Places ILSVRC2012 (val)

87.1Naturalness Score

8

Feb 26, 2026

0.219LPIPS

7

Jun 11, 2026

RealOldPhotos (test)

4.199DeQA

6

Mar 31, 2026

DIV2K augmented (val)

4.303DeQA

5

Mar 31, 2026

DIV2K synthesized (val)

4.293DeQA

5

Mar 31, 2026

89.43AuC

5

Feb 26, 2026

90.02AuC

5

Feb 26, 2026

23.113PSNR

5

Feb 26, 2026

Animation Film Image Pairs 1.5K (test)

74.1SSIM

4

Mar 4, 2026

LEARCH 22 (test)

100AuC CMF

4

Feb 26, 2026

ImageNet ctest10k (test)

2.7FID-10K

3

Feb 26, 2026

Popular datasets

ImageNet DIV2K COCO Stuff ILSVRC LEARCH

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