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Image-to-Image Translation research benchmarks – Page 6 · SOTA2 Research

Image-to-Image Translation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

26.1DFID

4

Feb 26, 2026

35.6DFID

4

Feb 26, 2026

4.68KID × 100

4

Feb 26, 2026

8.15KID x 100

4

Feb 26, 2026

7.1KID (×100)

4

Feb 26, 2026

4.26KID (x100)

4

Feb 26, 2026

1.09KID (x100)

4

Feb 26, 2026

6.44KID × 100

4

Feb 26, 2026

2.93KID (×100)

4

Feb 26, 2026

88.1Quality Score

4

Feb 26, 2026

68.9Quality Preference

4

Feb 26, 2026

map-aerial (test)

3.21Average Realness Score

4

Feb 26, 2026

label-facades (test)

3.33Avg Realness Score

4

Feb 26, 2026

day-night (test)

3.05Average Realness Score

4

Feb 26, 2026

sketch-photo (test)

3.56Avg Realness Score

4

Feb 26, 2026

Animal Image Translation dogs → big cats

0.897CIS

4

Feb 26, 2026

Animal Image Translation big cats → dogs

1.205CIS

4

Feb 26, 2026

Animal Image Translation dogs → house cats

1.035CIS

4

Feb 26, 2026

Animal Image Translation house cats → dogs

1.231CIS

4

Feb 26, 2026

Animal Image Translation big cats → house cats

0.956CIS

4

Feb 26, 2026

Animal Image Translation house cats → big cats

0.911CIS

4

Feb 26, 2026

0.464Pearson Correlation

3

Apr 7, 2026

1Rel. FID

3

Apr 7, 2026

12.06FID

3

Feb 26, 2026

Medical Imaging MR to CT (test)

0.022NMAE

3

Feb 26, 2026

Page 6 of 7

Popular datasets

AFHQ FFHQ Animal Image Translation Fundus-to-Angiography horse2zebra

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