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Papers Benchmarks Datasets Tasks

Unpaired Image-to-Image Translation research benchmarks · SOTA2 Research

Unpaired Image-to-Image Translation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Zebra -> Horse CycleGAN (test)

138.07FID

19

Feb 26, 2026

CycleGAN Horse -> Zebra (test)

Wavelet Knowledge Distillation + Li and Lin et al.

60.13FID

19

Feb 26, 2026

Yosemite Winter2Summer (test)

46.23FID

15

Apr 15, 2026

Cat → Dog v1 (test)

51.04FID

14

Feb 26, 2026

old2young (test)

37.568FID

13

Apr 15, 2026

38FID

8

Feb 26, 2026

73.2Pixel Accuracy

8

Feb 26, 2026

Male → Female v1 (test)

30.61FID

5

Feb 26, 2026

Wild → Dog v1 (test)

50.43FID

5

Feb 26, 2026

Yosemite Summer2Winter (test)

51.57FID

5

Feb 26, 2026

39.4FID

3

Jun 2, 2026

1.2FID

3

Jun 2, 2026

Yosemite Winter2Summer

4.9NDB

3

Feb 26, 2026

5.9NDB

3

Feb 26, 2026

Cat<->Dog Dog2Cat

5.2NDB

3

Feb 26, 2026

Cat-to-Dog Dog2Cat (test)

29.57FID

2

Feb 26, 2026

16.02FID

2

Feb 26, 2026

Popular datasets

Yosemite Cat<->Dog Cityscapes CIFAR MNIST

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