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ResearchFormerly WizWand

CelebV-Text

Benchmarks

TaskDatasetSOTA resultTrendResults

Image-to-Video Generation

CelebV-Text

72.1ISM

21

Text-guided animation

CelebV-Text (test)

4.76LIQE

7

Image-to-Video Protection

CelebV-Text DynamiCrafter (200 videos)

0.337ISM

6

Image-to-Video Protection

CelebV-Text evaluated on OpenSora 1.2 200 videos

0.608ISM

6

Text-guided portrait animation

CelebV-Text (test)

4.76LIQE

6

Head motion generation

CelebV-Text (test)

16.548Angular Error (Avg)

4

Video-driven portrait animation (Cross Reenactment)

CelebV-Text (test)

0.895ID Score

3

Video-driven portrait animation (Self Reenactment)

CelebV-Text (test)

62.03L1 Loss

3