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9.22k
3D Human Pose Tracking > Motion Synthesis
HumanML3D
MLD
https://arxiv.org/abs/2212.04048v3
R Precision Top3
0.772
3D Human Pose Tracking > Motion Synthesis
HumanML3D
MDM
https://arxiv.org/abs/2209.14916v2
FID
0.544
3D Human Pose Tracking > Motion Synthesis
HumanML3D
MDM
https://arxiv.org/abs/2209.14916v2
Diversity
9.559
3D Human Pose Tracking > Motion Synthesis
HumanML3D
MDM
https://arxiv.org/abs/2209.14916v2
Multimodality
2.799
3D Human Pose Tracking > Motion Synthesis
HumanML3D
MDM
https://arxiv.org/abs/2209.14916v2
R Precision Top3
0.611
3D Human Pose Tracking > Motion Synthesis
HumanML3D
MotionDiffuse
https://arxiv.org/abs/2208.15001v1
FID
0.630
3D Human Pose Tracking > Motion Synthesis
HumanML3D
MotionDiffuse
https://arxiv.org/abs/2208.15001v1
Diversity
9.410
3D Human Pose Tracking > Motion Synthesis
HumanML3D
MotionDiffuse
https://arxiv.org/abs/2208.15001v1
Multimodality
1.553
3D Human Pose Tracking > Motion Synthesis
HumanML3D
MotionDiffuse
https://arxiv.org/abs/2208.15001v1
R Precision Top3
0.782
3D Human Pose Tracking > Motion Synthesis
HumanML3D
MAA
https://arxiv.org/abs/2305.09662v1
FID
0.774
3D Human Pose Tracking > Motion Synthesis
HumanML3D
MAA
https://arxiv.org/abs/2305.09662v1
Diversity
8.23
3D Human Pose Tracking > Motion Synthesis
HumanML3D
MAA
https://arxiv.org/abs/2305.09662v1
R Precision Top3
0.676
3D Human Pose Tracking > Motion Synthesis
HumanML3D
TM2D (t2m)
https://arxiv.org/abs/2304.02419v2
FID
1.021
3D Human Pose Tracking > Motion Synthesis
HumanML3D
TM2D (t2m)
https://arxiv.org/abs/2304.02419v2
Diversity
9.513
3D Human Pose Tracking > Motion Synthesis
HumanML3D
TM2D (t2m)
https://arxiv.org/abs/2304.02419v2
Multimodality
4.139
3D Human Pose Tracking > Motion Synthesis
HumanML3D
T2M
http://openaccess.thecvf.com//content/CVPR2022/html/Guo_Generating_Diverse_and_Natural_3D_Human_Motions_From_Text_CVPR_2022_paper.html
FID
1.087
3D Human Pose Tracking > Motion Synthesis
HumanML3D
T2M
http://openaccess.thecvf.com//content/CVPR2022/html/Guo_Generating_Diverse_and_Natural_3D_Human_Motions_From_Text_CVPR_2022_paper.html
Diversity
9.175
3D Human Pose Tracking > Motion Synthesis
HumanML3D
T2M
http://openaccess.thecvf.com//content/CVPR2022/html/Guo_Generating_Diverse_and_Natural_3D_Human_Motions_From_Text_CVPR_2022_paper.html
Multimodality
2.219
3D Human Pose Tracking > Motion Synthesis
HumanML3D
T2M
http://openaccess.thecvf.com//content/CVPR2022/html/Guo_Generating_Diverse_and_Natural_3D_Human_Motions_From_Text_CVPR_2022_paper.html
R Precision Top3
0.736
3D Human Pose Tracking > Motion Synthesis
HumanML3D
TM2T
https://arxiv.org/abs/2207.01696v2
FID
1.501
3D Human Pose Tracking > Motion Synthesis
HumanML3D
TM2T
https://arxiv.org/abs/2207.01696v2
Diversity
8.589
3D Human Pose Tracking > Motion Synthesis
HumanML3D
TM2T
https://arxiv.org/abs/2207.01696v2
Multimodality
2.424
3D Human Pose Tracking > Motion Synthesis
HumanML3D
TM2T
https://arxiv.org/abs/2207.01696v2
R Precision Top3
0.729
3D Human Pose Tracking > Motion Synthesis
HumanML3D
Text2Gesture
https://arxiv.org/abs/2207.01696v2
FID
5.012
3D Human Pose Tracking > Motion Synthesis
HumanML3D
Text2Gesture
https://arxiv.org/abs/2207.01696v2
Diversity
6.409
3D Human Pose Tracking > Motion Synthesis
HumanML3D
Text2Gesture
https://arxiv.org/abs/2207.01696v2
R Precision Top3
0.345
3D Human Pose Tracking > Motion Synthesis
HumanML3D
Diffuion Motion
https://arxiv.org/abs/2210.12315v2
FID
10.21
3D Human Pose Tracking > Motion Synthesis
HumanML3D
Diffuion Motion
https://arxiv.org/abs/2210.12315v2
Diversity
23.692
3D Human Pose Tracking > Motion Synthesis
HumanML3D
Diffuion Motion
https://arxiv.org/abs/2210.12315v2
R Precision Top3
0.735
3D Human Pose Tracking > Motion Synthesis
HumanML3D
Language2Pose
https://arxiv.org/abs/2207.01696v2
FID
11.02
3D Human Pose Tracking > Motion Synthesis
HumanML3D
Language2Pose
https://arxiv.org/abs/2207.01696v2
Diversity
7.676
3D Human Pose Tracking > Motion Synthesis
HumanML3D
Language2Pose
https://arxiv.org/abs/2207.01696v2
R Precision Top3
0.486
3D Human Pose Tracking > Motion Synthesis
Inter-X
InterMask
https://arxiv.org/abs/2410.10010v2
FID
0.399
3D Human Pose Tracking > Motion Synthesis
Inter-X
InterMask
https://arxiv.org/abs/2410.10010v2
R-Precision Top3
0.705
3D Human Pose Tracking > Motion Synthesis
Inter-X
InterMask
https://arxiv.org/abs/2410.10010v2
MMDist
3.705
3D Human Pose Tracking > Motion Synthesis
Inter-X
InterMask
https://arxiv.org/abs/2410.10010v2
MModality
2.261
3D Human Pose Tracking > Motion Synthesis
Inter-X
InterGen
https://arxiv.org/abs/2304.05684v3
FID
5.207
3D Human Pose Tracking > Motion Synthesis
Inter-X
InterGen
https://arxiv.org/abs/2304.05684v3
R-Precision Top3
0.429
3D Human Pose Tracking > Motion Synthesis
Inter-X
InterGen
https://arxiv.org/abs/2304.05684v3
MMDist
9.580
3D Human Pose Tracking > Motion Synthesis
Inter-X
InterGen
https://arxiv.org/abs/2304.05684v3
MModality
3.686
3D Human Pose Tracking > Motion Synthesis
Inter-X
T2M
http://openaccess.thecvf.com//content/CVPR2022/html/Guo_Generating_Diverse_and_Natural_3D_Human_Motions_From_Text_CVPR_2022_paper.html
FID
5.481
3D Human Pose Tracking > Motion Synthesis
Inter-X
T2M
http://openaccess.thecvf.com//content/CVPR2022/html/Guo_Generating_Diverse_and_Natural_3D_Human_Motions_From_Text_CVPR_2022_paper.html
R-Precision Top3
0.396
3D Human Pose Tracking > Motion Synthesis
Inter-X
T2M
http://openaccess.thecvf.com//content/CVPR2022/html/Guo_Generating_Diverse_and_Natural_3D_Human_Motions_From_Text_CVPR_2022_paper.html
MMDist
9.576
3D Human Pose Tracking > Motion Synthesis
Inter-X
T2M
http://openaccess.thecvf.com//content/CVPR2022/html/Guo_Generating_Diverse_and_Natural_3D_Human_Motions_From_Text_CVPR_2022_paper.html
MModality
2.761
3D Human Pose Tracking > Motion Synthesis
Inter-X
MDM
https://arxiv.org/abs/2209.14916v2
FID
23.701
3D Human Pose Tracking > Motion Synthesis
Inter-X
MDM
https://arxiv.org/abs/2209.14916v2
R-Precision Top3
0.426
3D Human Pose Tracking > Motion Synthesis
Inter-X
MDM
https://arxiv.org/abs/2209.14916v2
MMDist
9.548
3D Human Pose Tracking > Motion Synthesis
Inter-X
MDM
https://arxiv.org/abs/2209.14916v2
MModality
3.490
3D Human Pose Tracking > Motion Synthesis
Inter-X
TEMOS
https://arxiv.org/abs/2204.14109v2
FID
29.258
3D Human Pose Tracking > Motion Synthesis
Inter-X
TEMOS
https://arxiv.org/abs/2204.14109v2
R-Precision Top3
0.238
3D Human Pose Tracking > Motion Synthesis
Inter-X
TEMOS
https://arxiv.org/abs/2204.14109v2
MMDist
6.867
3D Human Pose Tracking > Motion Synthesis
Inter-X
TEMOS
https://arxiv.org/abs/2204.14109v2
MModality
0.672
3D Human Pose Tracking > Motion Synthesis
Inter-X
ComMDM
https://arxiv.org/abs/2303.01418v3
FID
29.266
3D Human Pose Tracking > Motion Synthesis
Inter-X
ComMDM
https://arxiv.org/abs/2303.01418v3
R-Precision Top3
0.236
3D Human Pose Tracking > Motion Synthesis
Inter-X
ComMDM
https://arxiv.org/abs/2303.01418v3
MMDist
6.870
3D Human Pose Tracking > Motion Synthesis
Inter-X
ComMDM
https://arxiv.org/abs/2303.01418v3
MModality
0.771
3D Human Pose Tracking > Motion Synthesis
TMD
Motion Anything
https://arxiv.org/abs/2503.06955v1
FID
21.46
3D Human Pose Tracking > Motion Synthesis
TMD
Motion Anything
https://arxiv.org/abs/2503.06955v1
BAS
0.2094
3D Human Pose Tracking > Motion Synthesis
TMD
Motion Anything
https://arxiv.org/abs/2503.06955v1
MModality
2.424
3D Human Pose Tracking > Motion Synthesis
TMD
Motion Anything
https://arxiv.org/abs/2503.06955v1
MMDist
5.34
3D Human Pose Tracking > Motion Synthesis
Trinity Speech-Gesture Dataset
Match-TTSG
https://arxiv.org/abs/2310.05181v2
Mean Opinion Score
3.44
3D Human Pose Tracking > Motion Synthesis
BRACE
Dance Revolution
https://arxiv.org/abs/2006.06119v8
Beat alignment score
0.264
3D Human Pose Tracking > Motion Synthesis
BRACE
Dance Revolution
https://arxiv.org/abs/2006.06119v8
Beat DTW cost
11.88
3D Human Pose Tracking > Motion Synthesis
BRACE
Dance Revolution
https://arxiv.org/abs/2006.06119v8
Toprock average
10.59
3D Human Pose Tracking > Motion Synthesis
BRACE
Dance Revolution
https://arxiv.org/abs/2006.06119v8
Footwork average
51.6
3D Human Pose Tracking > Motion Synthesis
BRACE
Dance Revolution
https://arxiv.org/abs/2006.06119v8
Powermove average
37.72
3D Human Pose Tracking > Motion Synthesis
BRACE
Dance Revolution
https://arxiv.org/abs/2006.06119v8
Frechet Inception Distance
0.5158
3D Human Pose Tracking > Motion Synthesis
BRACE
AIST++
https://arxiv.org/abs/2101.08779v3
Beat alignment score
0.136
3D Human Pose Tracking > Motion Synthesis
BRACE
AIST++
https://arxiv.org/abs/2101.08779v3
Beat DTW cost
12.92
3D Human Pose Tracking > Motion Synthesis
BRACE
AIST++
https://arxiv.org/abs/2101.08779v3
Toprock average
6.39
3D Human Pose Tracking > Motion Synthesis
BRACE
AIST++
https://arxiv.org/abs/2101.08779v3
Footwork average
40.73
3D Human Pose Tracking > Motion Synthesis
BRACE
AIST++
https://arxiv.org/abs/2101.08779v3
Powermove average
52.89
3D Human Pose Tracking > Motion Synthesis
BRACE
AIST++
https://arxiv.org/abs/2101.08779v3
Frechet Inception Distance
0.5743
3D Human Pose Tracking > Motion Synthesis
BRACE
Dancing 2 Music
https://arxiv.org/abs/1911.02001v1
Beat alignment score
0.129
3D Human Pose Tracking > Motion Synthesis
BRACE
Dancing 2 Music
https://arxiv.org/abs/1911.02001v1
Beat DTW cost
11.60
3D Human Pose Tracking > Motion Synthesis
BRACE
Dancing 2 Music
https://arxiv.org/abs/1911.02001v1
Toprock average
16.04
3D Human Pose Tracking > Motion Synthesis
BRACE
Dancing 2 Music
https://arxiv.org/abs/1911.02001v1
Footwork average
50.09
3D Human Pose Tracking > Motion Synthesis
BRACE
Dancing 2 Music
https://arxiv.org/abs/1911.02001v1
Powermove average
33.87
3D Human Pose Tracking > Motion Synthesis
BRACE
Dancing 2 Music
https://arxiv.org/abs/1911.02001v1
Frechet Inception Distance
0.5884
3D Human Pose Tracking > Motion Synthesis
FineDance
DanceMosaic
https://arxiv.org/abs/2504.04634v1
fid_k
19.36
3D Human Pose Tracking > Motion Synthesis
FineDance
DanceMosaic
https://arxiv.org/abs/2504.04634v1
BAS
0.2254
3D Human Pose Tracking > Motion Synthesis
FineDance
Lodge++
https://arxiv.org/abs/2410.20389v1
fid_k
40.77
3D Human Pose Tracking > Motion Synthesis
FineDance
Lodge++
https://arxiv.org/abs/2410.20389v1
BAS
0.2423
3D Human Pose Tracking > Motion Synthesis
FineDance
Lodge (DDPM)
https://arxiv.org/abs/2403.10518v3
fid_k
45.56
3D Human Pose Tracking > Motion Synthesis
FineDance
Lodge (DDPM)
https://arxiv.org/abs/2403.10518v3
BAS
0.2397
3D Human Pose Tracking > Motion Synthesis
FineDance
Lodge (DDIM)
https://arxiv.org/abs/2403.10518v3
fid_k
50.00
3D Human Pose Tracking > Motion Synthesis
FineDance
Lodge (DDIM)
https://arxiv.org/abs/2403.10518v3
BAS
0.2269
3D Human Pose Tracking > Motion Synthesis
FineDance
Bailando
https://arxiv.org/abs/2203.13055v2
fid_k
82.81
3D Human Pose Tracking > Motion Synthesis
FineDance
Bailando
https://arxiv.org/abs/2203.13055v2
BAS
0.2029
3D Human Pose Tracking > Motion Synthesis
FineDance
EDGE
https://arxiv.org/abs/2211.10658v2
fid_k
94.34
3D Human Pose Tracking > Motion Synthesis
FineDance
EDGE
https://arxiv.org/abs/2211.10658v2
BAS
0.2116
3D Human Pose Tracking > Motion Synthesis
FineDance
MNET
http://openaccess.thecvf.com//content/CVPR2022/html/Kim_A_Brand_New_Dance_Partner_Music-Conditioned_Pluralistic_Dancing_Controlled_by_CVPR_2022_paper.html
fid_k
104.71
3D Human Pose Tracking > Motion Synthesis
FineDance
MNET
http://openaccess.thecvf.com//content/CVPR2022/html/Kim_A_Brand_New_Dance_Partner_Music-Conditioned_Pluralistic_Dancing_Controlled_by_CVPR_2022_paper.html
BAS
0.1864
3D Human Pose Tracking > Motion Synthesis
FineDance
FACT
https://arxiv.org/abs/2101.08779v3
fid_k
113.38
3D Human Pose Tracking > Motion Synthesis
FineDance
FACT
https://arxiv.org/abs/2101.08779v3
BAS
0.1831
3D Human Pose Tracking > Motion Synthesis
InterHuman
InterMask
https://arxiv.org/abs/2410.10010v2
FID
5.154
3D Human Pose Tracking > Motion Synthesis
InterHuman
InterMask
https://arxiv.org/abs/2410.10010v2
R-Precision Top3
0.683
3D Human Pose Tracking > Motion Synthesis
InterHuman
InterMask
https://arxiv.org/abs/2410.10010v2
MMDist
3.790
3D Human Pose Tracking > Motion Synthesis
InterHuman
InterMask
https://arxiv.org/abs/2410.10010v2
MModality
1.737
3D Human Pose Tracking > Motion Synthesis
InterHuman
in2IN
https://arxiv.org/abs/2404.09988v1
FID
5.177