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Papers Benchmarks Datasets Tasks

Music-to-Dance Generation research benchmarks · SOTA2 Research

Music-to-Dance Generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

0.24BAS

36

May 28, 2026

24.08Div_k

23

Jun 24, 2026

0.27Beat Alignment

16

Jun 9, 2026

AIST++ (val and test)

15.57FIDk

14

Feb 26, 2026

8.32Diversity (Kernel)

12

Mar 31, 2026

ChoreoSpectrum3D

1.27FIDk

9

Jun 9, 2026

FineDance in-the-wild (test)

4.52Dance Synchronization (DS)

6

Mar 31, 2026

PopDanceSet (test)

7.566PFC Score

5

Feb 26, 2026

71-hour music-to-dance dataset 1.0

5.9FID

5

Feb 26, 2026

Wild YouTube Music

24.67BAS

4

Jun 9, 2026

User Study 12 music clips (test)

85.4Ours Win Rate

4

Apr 21, 2026

YouTube in-the-wild music (test)

—

—Primary metric

0

Feb 26, 2026

Popular datasets

AIST++FineDance PopDanceSet User Study Youtube

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