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ResearchFormerly WizWand

Lip synchronization

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

8.98Sync-C

12

Jun 11, 2026

9.663FID

8

Mar 11, 2026

7.623FID

8

Mar 11, 2026

Cross-subject Lip Synchronization (Audio B)

7.322LSE-D

8

Feb 26, 2026

Cross-subject Lip Synchronization (Audio A)

6.899LSE-D

8

Feb 26, 2026

Human Evaluation (User Study)

4.78Quality Score

7

Jun 30, 2026

SynObama Audio B cross-driven (test)

8.738Macron Sync (E)

6

Feb 26, 2026

SynObama Audio A cross-driven (test)

9.381Macron Sync-E

6

Feb 26, 2026

Well-edited video sequences (Audio B)

8.025LSE-D

6

Feb 26, 2026

Well-edited video sequences (Audio A)

7.721LSE-D

6

Feb 26, 2026

OOD audio-driven Cross Language

11.931Sync-E Score

5

Mar 24, 2026

OOD audio-driven Cross Identity

11.732Sync-E Score

5

Mar 24, 2026

0.119MSE

5

Feb 26, 2026

5.374Lip Vertex Error (x10^-4mm)

3

Feb 26, 2026