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Pose Transfer research benchmarks · SOTA2 Research

Pose Transfer

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

DeepFashion Full (test)

0.77SSIM

15

Jun 29, 2026

DeepFashion (test)

Attribute-Decomposed GAN

73.55User Preference Score

9

Feb 26, 2026

DeepFashion reduced (test)

7.876FID

7

Feb 26, 2026

DeepFashion 256x256 (test)

10.57FID

7

Feb 26, 2026

User Study 20 transfer pairs perceptual evaluation

4.076Pose Similarity

5

Mar 26, 2026

3.05PMD

4

Feb 26, 2026

0.99PMD

4

Feb 26, 2026

DeepFashion Modified (test)

0.774SSIM

4

Feb 26, 2026

DeepFashion 256x176 (test)

DiOr (ours-large)

0.806SSIM

3

Feb 26, 2026

Popular datasets

DeepFashion User Study MGN Mixamo

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