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ResearchFormerly WizWand

Portrait Animation

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

32.73BRISQUE

11

May 28, 2026

HDTF same-identity reconstruction

3.423HPF

6

May 26, 2026

HDTF cross ID reenactment

3.268HPF

6

May 26, 2026

TalkingHead-1KH Cross-identity

0.772CSIM

6

Mar 5, 2026

TalkingHead-1KH Same-identity

23.239PSNR

6

Mar 5, 2026

VFHQ (Cross-identity)

70.7CSIM

6

Mar 5, 2026

VFHQ Same-identity

23.555PSNR

6

Mar 5, 2026

Cross-Reenactment (test)

0.623CSIM

6

Feb 26, 2026

Self-Reenactment (test)

28.59PSNR

6

Feb 26, 2026

VFHQ Same-identity with background (test)

23.555PSNR

4

Mar 5, 2026

Human evaluation (test)

4.78Lip-sync Score

4

Mar 4, 2026

Disentangled-Reenactment (test)

63.1CSIM

4

Feb 26, 2026

User Study 30 samples (curated)

95.4L-A Score

4

Feb 26, 2026