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Motion Synthesis On Aist

Metrics

Beat alignment score
FID

Results

Performance results of various models on this benchmark

Model Name
Beat alignment score
FID
Paper TitleRepository
TM2D0.204919.01TM2D: Bimodality Driven 3D Dance Generation via Music-Text Integration
UDE0.231117.25UDE: A Unified Driving Engine for Human Motion Generation
AI Choreographer0.22135.35AI Choreographer: Music Conditioned 3D Dance Generation with AIST++
Bailando0.23328.16Bailando: 3D Dance Generation by Actor-Critic GPT with Choreographic Memory
Lodge (DDPM)0.2437.09Lodge: A Coarse to Fine Diffusion Network for Long Dance Generation Guided by the Characteristic Dance Primitives
TM2D (only motion data)0.212723.94TM2D: Bimodality Driven 3D Dance Generation via Music-Text Integration
DanceNet0.14369.13Music2Dance: DanceNet for Music-driven Dance Generation-
MoFusion0.25350.31MoFusion: A Framework for Denoising-Diffusion-based Motion Synthesis-
Dance Revolution0.19573.42Dance Revolution: Long-Term Dance Generation with Music via Curriculum Learning-
EDGE (w=2)0.26-EDGE: Editable Dance Generation From Music
Motion Anything0.275717.22Motion Anything: Any to Motion Generation
EDGE (w=1)0.27-EDGE: Editable Dance Generation From Music
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