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AIST++
Pose Tracking on AIST++
Metric: Beat alignment score (higher is better)
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Model
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Beat alignment score
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Extra Data
Paper
Date
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Code
1
Motion Anything
0.2757
No
Motion Anything: Any to Motion Generation
2025-03-10
Code
2
EDGE (w=1)
0.27
No
EDGE: Editable Dance Generation From Music
2022-11-19
Code
3
EDGE (w=2)
0.26
No
EDGE: Editable Dance Generation From Music
2022-11-19
Code
4
MoFusion
0.253
No
MoFusion: A Framework for Denoising-Diffusion-ba...
2022-12-08
-
5
Lodge (DDPM)
0.24
No
Lodge: A Coarse to Fine Diffusion Network for Lo...
2024-03-15
Code
6
Bailando
0.233
No
Bailando: 3D Dance Generation by Actor-Critic GP...
2022-03-24
Code
7
UDE
0.2311
No
UDE: A Unified Driving Engine for Human Motion G...
2022-11-29
Code
8
AI Choreographer
0.221
No
AI Choreographer: Music Conditioned 3D Dance Gen...
2021-01-21
Code
9
TM2D (only motion data)
0.2127
No
TM2D: Bimodality Driven 3D Dance Generation via ...
2023-04-05
Code
10
TM2D
0.2049
No
TM2D: Bimodality Driven 3D Dance Generation via ...
2023-04-05
Code
11
Dance Revolution
0.195
No
Dance Revolution: Long-Term Dance Generation wit...
2020-06-11
-
12
DanceNet
0.143
No
Music2Dance: DanceNet for Music-driven Dance Gen...
2020-02-02
-
#1
Motion Anything
SOTA
0.2757
Beat alignment score
· 2025-03-10
Motion Anything: Any to Motion Generation
Code
#2
EDGE (w=1)
SOTA
0.27
Beat alignment score
· 2022-11-19
EDGE: Editable Dance Generation From Music
Code
#3
EDGE (w=2)
0.26
Beat alignment score
· 2022-11-19
EDGE: Editable Dance Generation From Music
Code
#4
MoFusion
0.253
Beat alignment score
· 2022-12-08
MoFusion: A Framework for Denoising-Diffusion-based Motion Synthesis
#5
Lodge (DDPM)
0.24
Beat alignment score
· 2024-03-15
Lodge: A Coarse to Fine Diffusion Network for Long Dance Generation Guided by the Characteristic Dance Primitives
Code
#6
Bailando
SOTA
0.233
Beat alignment score
· 2022-03-24
Bailando: 3D Dance Generation by Actor-Critic GPT with Choreographic Memory
Code
#7
UDE
0.2311
Beat alignment score
· 2022-11-29
UDE: A Unified Driving Engine for Human Motion Generation
Code
#8
AI Choreographer
SOTA
0.221
Beat alignment score
· 2021-01-21
AI Choreographer: Music Conditioned 3D Dance Generation with AIST++
Code
#9
TM2D (only motion data)
0.2127
Beat alignment score
· 2023-04-05
TM2D: Bimodality Driven 3D Dance Generation via Music-Text Integration
Code
#10
TM2D
0.2049
Beat alignment score
· 2023-04-05
TM2D: Bimodality Driven 3D Dance Generation via Music-Text Integration
Code
#11
Dance Revolution
SOTA
0.195
Beat alignment score
· 2020-06-11
Dance Revolution: Long-Term Dance Generation with Music via Curriculum Learning
#12
DanceNet
SOTA
0.143
Beat alignment score
· 2020-02-02
Music2Dance: DanceNet for Music-driven Dance Generation