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Models/MoMask

MoMask

Reported on 24 benchmarks across 4 tasks · 1 paper · 12 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Audio12 results

10-shot image generationonHumanML3D
FID· 2023-11-29
0.045
best: 0.028 (Motion Anything)
SOTA
MoMask: Generative Masked Modeling of 3D Human Motions arXiv:2312.00063
10-shot image generationonHumanML3D
R Precision Top3· 2023-11-29
0.807
best: 0.842 (MotionPCM)
SOTA
MoMask: Generative Masked Modeling of 3D Human Motions arXiv:2312.00063
10-shot image generationonKIT Motion-Language
R Precision Top3· 2023-11-29
0.781
best: 0.803 (BiPO)
SOTA
MoMask: Generative Masked Modeling of 3D Human Motions arXiv:2312.00063
3D Human Pose TrackingonHumanML3D
FID· 2023-11-29
0.045
best: 0.028 (Motion Anything)
SOTA
MoMask: Generative Masked Modeling of 3D Human Motions arXiv:2312.00063
3D Human Pose TrackingonHumanML3D
R Precision Top3· 2023-11-29
0.807
best: 0.842 (MotionPCM)
SOTA
MoMask: Generative Masked Modeling of 3D Human Motions arXiv:2312.00063
3D Human Pose TrackingonKIT Motion-Language
R Precision Top3· 2023-11-29
0.781
best: 0.803 (BiPO)
SOTA
MoMask: Generative Masked Modeling of 3D Human Motions arXiv:2312.00063
10-shot image generationonHumanML3D
Multimodality· 2023-11-29
1.241
best: 4.139 (TM2D (t2m))
MoMask: Generative Masked Modeling of 3D Human Motions arXiv:2312.00063
10-shot image generationonKIT Motion-Language
FID· 2023-11-29
0.204
best: 0.131 (Motion Anything)
MoMask: Generative Masked Modeling of 3D Human Motions arXiv:2312.00063
10-shot image generationonKIT Motion-Language
Multimodality· 2023-11-29
1.131
best: 3.627 (GraphMotion)
MoMask: Generative Masked Modeling of 3D Human Motions arXiv:2312.00063
3D Human Pose TrackingonHumanML3D
Multimodality· 2023-11-29
1.241
best: 4.139 (TM2D (t2m))
MoMask: Generative Masked Modeling of 3D Human Motions arXiv:2312.00063
3D Human Pose TrackingonKIT Motion-Language
FID· 2023-11-29
0.204
best: 0.131 (Motion Anything)
MoMask: Generative Masked Modeling of 3D Human Motions arXiv:2312.00063
3D Human Pose TrackingonKIT Motion-Language
Multimodality· 2023-11-29
1.131
best: 3.627 (GraphMotion)
MoMask: Generative Masked Modeling of 3D Human Motions arXiv:2312.00063

Computer Vision6 results

Pose TrackingonHumanML3D
FID· 2023-11-29
0.045
best: 0.028 (Motion Anything)
SOTA
MoMask: Generative Masked Modeling of 3D Human Motions arXiv:2312.00063
Pose TrackingonHumanML3D
R Precision Top3· 2023-11-29
0.807
best: 0.842 (MotionPCM)
SOTA
MoMask: Generative Masked Modeling of 3D Human Motions arXiv:2312.00063
Pose TrackingonKIT Motion-Language
R Precision Top3· 2023-11-29
0.781
best: 0.803 (BiPO)
SOTA
MoMask: Generative Masked Modeling of 3D Human Motions arXiv:2312.00063
Pose TrackingonHumanML3D
Multimodality· 2023-11-29
1.241
best: 4.139 (TM2D (t2m))
MoMask: Generative Masked Modeling of 3D Human Motions arXiv:2312.00063
Pose TrackingonKIT Motion-Language
FID· 2023-11-29
0.204
best: 0.131 (Motion Anything)
MoMask: Generative Masked Modeling of 3D Human Motions arXiv:2312.00063
Pose TrackingonKIT Motion-Language
Multimodality· 2023-11-29
1.131
best: 3.627 (GraphMotion)
MoMask: Generative Masked Modeling of 3D Human Motions arXiv:2312.00063

Computer Code6 results

Motion SynthesisonHumanML3D
FID· 2023-11-29
0.045
best: 0.028 (Motion Anything)
SOTA
MoMask: Generative Masked Modeling of 3D Human Motions arXiv:2312.00063
Motion SynthesisonHumanML3D
R Precision Top3· 2023-11-29
0.807
best: 0.842 (MotionPCM)
SOTA
MoMask: Generative Masked Modeling of 3D Human Motions arXiv:2312.00063
Motion SynthesisonKIT Motion-Language
R Precision Top3· 2023-11-29
0.781
best: 0.803 (BiPO)
SOTA
MoMask: Generative Masked Modeling of 3D Human Motions arXiv:2312.00063
Motion SynthesisonHumanML3D
Multimodality· 2023-11-29
1.241
best: 4.139 (TM2D (t2m))
MoMask: Generative Masked Modeling of 3D Human Motions arXiv:2312.00063
Motion SynthesisonKIT Motion-Language
FID· 2023-11-29
0.204
best: 0.131 (Motion Anything)
MoMask: Generative Masked Modeling of 3D Human Motions arXiv:2312.00063
Motion SynthesisonKIT Motion-Language
Multimodality· 2023-11-29
1.131
best: 3.627 (GraphMotion)
MoMask: Generative Masked Modeling of 3D Human Motions arXiv:2312.00063