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ResearchFormerly WizWand

Image Animation

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

VoxCeleb (test)

93.6CSIM

7

Mar 5, 2026

30 evaluation videos

102.32FID

6

Apr 28, 2026

User Study 30 randomly selected videos (test)

3.83Visual Score

6

Apr 28, 2026

First Order Motion Model

92User Preference Rate

4

Feb 26, 2026

45.4User Preference Score

3

Mar 17, 2026

101.74FVD

2

Mar 17, 2026

First Order Motion Model

95User Preference Rate

2

Feb 26, 2026

First Order Motion Model

79.8User Preference Rate

2

Feb 26, 2026

First Order Motion Model

95.8User Preference Rate

2

Feb 26, 2026

TED-talks (test)

Thin-Plate Spline Motion Model

63.93Continuity

1

Feb 26, 2026

TaiChiHD (test)

Thin-Plate Spline Motion Model

0.713Continuity

1

Feb 26, 2026