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Papers Benchmarks Datasets Tasks

Virtual Try-On research benchmarks – Page 3 · SOTA2 Research

Virtual Try-On

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

51.6FID

8

Feb 26, 2026

DressCode Unpaired (test)

4.65FID

7

Jul 1, 2026

DressCode Paired (test)

2.216FID

7

Jul 1, 2026

DressCode Unpaired 1024x768 (test)

6.011FID

7

Jun 29, 2026

DressCode Paired 1024x768 (test)

0.93SSIM

7

Jun 29, 2026

FittingEffect3K Whole

2.3Average Value

7

Jun 11, 2026

FittingEffect3K Dress

1.5GB Metric

7

Jun 11, 2026

FittingEffect3K Lower

3.2GB

7

Jun 11, 2026

FittingEffect3K Upper

2.78GB (Geometric Boundary Error)

7

Jun 11, 2026

Shop2Street (test)

33.819FID

7

Feb 26, 2026

proprietary dataset paired

0.181LPIPS

7

Feb 26, 2026

DressCode Upper-body 1.0 (test)

93.7SSIM

7

Feb 26, 2026

VITON original (test)

0.852SSIM

7

Feb 26, 2026

FittingEffect3K

666Selection Count

6

Jun 11, 2026

DressCode upper-body (paired)

6.41FID

6

Jun 11, 2026

Dress Code All (test)

80.23SSIM

6

Mar 11, 2026

DressCode all garment categories (unpaired)

4.48FID

6

Feb 26, 2026

DressCode all garment categories (paired)

2.06FID

6

Feb 26, 2026

DressCode triplets (test)

14.019FID

6

Feb 26, 2026

9.46FID

6

Feb 26, 2026

15.4Error (Easy)

6

Feb 26, 2026

82.8SSIM

6

Feb 26, 2026

84.1SSIM

6

Feb 26, 2026

85.4SSIM

6

Feb 26, 2026

0.845SSIM

6

Feb 26, 2026

Page 3 of 6

Popular datasets

DressCode VITON VITON-HD StreetTryOn MPV

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