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Papers Benchmarks Datasets Tasks

Image-to-Image Translation research benchmarks – Page 7 · SOTA2 Research

Image-to-Image Translation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Medical Imaging T2 to T1 (test)

0.029NMAE

3

Feb 26, 2026

AFHQ Cat to Dog

31.14FID

3

Feb 26, 2026

56.93FID

3

Feb 26, 2026

Combined (Drones, Maps, Facades, Cityscapes, KITTI) (test)

-14.16Test Loss

3

Feb 26, 2026

-18.8Test Loss

3

Feb 26, 2026

-14.65Test Loss

3

Feb 26, 2026

8.9NDB

3

Feb 26, 2026

Latent Transformer-based Flow Matching

0.114MSE

2

Jun 9, 2026

Edges to Handbags

Latent Transformer-based Diffusion Bridge

0.102MSE

2

Jun 9, 2026

MAVIC-T (challenge evaluation)

27SAR→EO Score

2

Mar 10, 2026

AFHQ cat→wild (test)

53.42FID

2

Mar 5, 2026

172.34FID

2

Feb 26, 2026

254.68FID

2

Feb 26, 2026

187.28FID

2

Feb 26, 2026

COCO-Stuff (val)

59User Study Preference Score

2

Feb 26, 2026

photo2vangogh (test)

51.2User Preference

2

Feb 26, 2026

photo2portrait (test)

57.5User Preference Score

2

Feb 26, 2026

66User Preference Score

2

Feb 26, 2026

—

—Primary metric

0

Feb 26, 2026

—

—Primary metric

0

Feb 26, 2026

—

—Primary metric

0

Feb 26, 2026

A2 -> B (AMT) (test)

—

—Primary metric

0

Feb 26, 2026

A1 -> B AMT (test)

—

—Primary metric

0

Feb 26, 2026

Maps and Aerial Photos Photo to Map

—

—Primary metric

0

Feb 26, 2026

Page 7 of 7

Popular datasets

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