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ResearchFormerly WizWand

Hairstyle Transfer

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

CelebA-HQ (face-aligned)

0.83DINOhair

13

Jun 12, 2026

CelebA-HQ pose-different

12.47FID

9

Jun 25, 2026

CelebA-HQ pose-agnostic

11.56FID

8

Jun 25, 2026

Hairstyle Transfer Evaluation Gemini-2.5-Flash (test)

2.68HFS

6

Jun 25, 2026

Hairstyle Transfer (test)

3.72HFS

6

Jun 25, 2026

Human Preference Study

3,193Votes

6

Jun 25, 2026

3.11HFS Score

6

Jun 25, 2026

Attribute dataset (test)

169.54FID

6

Feb 26, 2026

Uncropped Full-frame (test)

0.85DINOhair

5

Jun 12, 2026

User Study 20 examples

76.57Hair Accuracy

5

Jun 12, 2026

Source-Reference Pairs

0.78Runtime (s)

4

Jun 25, 2026

20.72FID

4

Feb 26, 2026

FFHQ-P 1.0 ([75,90))

66.7User Preference

4

Feb 26, 2026

FFHQ-P 1.0 ([60,75))

66.7User Preference

4

Feb 26, 2026

FFHQ-P 1.0 ([45,60))

73.3User Preference

4

Feb 26, 2026

FFHQ-P 1.0 ([30,45))

65.3User Preference

4

Feb 26, 2026

FFHQ-P [15,30) 1.0

65.3User Preference

4

Feb 26, 2026

FFHQ-P 1.0 ([0,15))

48User Preference

4

Feb 26, 2026

52.2User Preference

4

Feb 26, 2026

64.2User Preference

4

Feb 26, 2026

FFHQ All pairs (test)

56.2User Preference

4

Feb 26, 2026

29.18PSNR

4

Feb 26, 2026

FFHQ 5000 images sampled (test)

4.847FID

3

Feb 26, 2026