Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

Image-to-Image Translation research benchmarks – Page 4 · SOTA2 Research

Image-to-Image Translation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

4.801MAE

6

Feb 26, 2026

Summer -> Winter

74.04FID

6

Feb 26, 2026

23.203FID

6

Feb 26, 2026

17.257FID

6

Feb 26, 2026

Horse2Zebra (test)

68.55FID

6

Feb 26, 2026

ImageNet-291 Bird -> Car (test)

13.93FID

6

Feb 26, 2026

ImageNet-291 (Bird -> Dog) (test)

11.29FID

6

Feb 26, 2026

CelebA-HQ & AFHQ Human Face -> Cat (test)

11.35FID

6

Feb 26, 2026

AFHQ Dog -> Cat (test)

15.29FID

6

Feb 26, 2026

CelebA-HQ Male <-> Female (test)

14.61FID

6

Feb 26, 2026

0.603Content Consistency

6

Feb 26, 2026

Maps Aerial Photograph to Map

32.7RMSE

6

Feb 26, 2026

CMU Multi-PIE Front Face to Profile

37.01FID

6

Feb 26, 2026

42.4FID

6

Feb 26, 2026

4.68KID

6

Feb 26, 2026

8.15KID

6

Feb 26, 2026

7.47KID

6

Feb 26, 2026

4.26KID

6

Feb 26, 2026

7.06KID

6

Feb 26, 2026

edges2handbags (val)

0.112MMD

6

Feb 26, 2026

edges2shoes (val)

0.079MMD

6

Feb 26, 2026

Satellite (test)

54.32FID

5

May 20, 2026

Natural Image Translation Text-free I2I

5.21Inference Time (s)

5

Feb 26, 2026

Dataset1 Domain A to C

0.007Bhattacharya Distance

5

Feb 26, 2026

Dataset2 (test)

0.002Boundary Displacement

5

Feb 26, 2026

Page 4 of 7

Popular datasets

AFHQ FFHQ Animal Image Translation Fundus-to-Angiography horse2zebra

Follow for updates

Join SOTA2 Contact