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Models/MotionPCM

MotionPCM

Reported on 32 benchmarks across 4 tasks · 1 paper · 4 SOTA

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

Audio16 results

10-shot image generationonHumanML3D
R Precision Top3· 2025-01-31
0.842
SOTA
MotionPCM: Real-Time Motion Synthesis with Phased Consistency Model arXiv:2501.19083
3D Human Pose TrackingonHumanML3D
R Precision Top3· 2025-01-31
0.842
SOTA
MotionPCM: Real-Time Motion Synthesis with Phased Consistency Model arXiv:2501.19083
10-shot image generationonHumanML3D
Diversity· 2025-01-31
9.575
best: 23.692 (Diffuion Motion)
MotionPCM: Real-Time Motion Synthesis with Phased Consistency Model arXiv:2501.19083
10-shot image generationonHumanML3D
FID· 2025-01-31
0.03
best: 0.028 (Motion Anything)
MotionPCM: Real-Time Motion Synthesis with Phased Consistency Model arXiv:2501.19083
10-shot image generationonHumanML3D
Multimodality· 2025-01-31
1.714
best: 4.139 (TM2D (t2m))
MotionPCM: Real-Time Motion Synthesis with Phased Consistency Model arXiv:2501.19083
10-shot image generationonKIT Motion-Language
Diversity· 2025-01-31
10.827
best: 11.198 (T2M-GPT (τ = 0))
MotionPCM: Real-Time Motion Synthesis with Phased Consistency Model arXiv:2501.19083
10-shot image generationonKIT Motion-Language
FID· 2025-01-31
0.294
best: 0.131 (Motion Anything)
MotionPCM: Real-Time Motion Synthesis with Phased Consistency Model arXiv:2501.19083
10-shot image generationonKIT Motion-Language
Multimodality· 2025-01-31
1.254
best: 3.627 (GraphMotion)
MotionPCM: Real-Time Motion Synthesis with Phased Consistency Model arXiv:2501.19083
10-shot image generationonKIT Motion-Language
R Precision Top3· 2025-01-31
0.787
best: 0.803 (BiPO)
MotionPCM: Real-Time Motion Synthesis with Phased Consistency Model arXiv:2501.19083
3D Human Pose TrackingonHumanML3D
Diversity· 2025-01-31
9.575
best: 23.692 (Diffuion Motion)
MotionPCM: Real-Time Motion Synthesis with Phased Consistency Model arXiv:2501.19083
3D Human Pose TrackingonHumanML3D
FID· 2025-01-31
0.03
best: 0.028 (Motion Anything)
MotionPCM: Real-Time Motion Synthesis with Phased Consistency Model arXiv:2501.19083
3D Human Pose TrackingonHumanML3D
Multimodality· 2025-01-31
1.714
best: 4.139 (TM2D (t2m))
MotionPCM: Real-Time Motion Synthesis with Phased Consistency Model arXiv:2501.19083
3D Human Pose TrackingonKIT Motion-Language
Diversity· 2025-01-31
10.827
best: 11.198 (T2M-GPT (τ = 0))
MotionPCM: Real-Time Motion Synthesis with Phased Consistency Model arXiv:2501.19083
3D Human Pose TrackingonKIT Motion-Language
FID· 2025-01-31
0.294
best: 0.131 (Motion Anything)
MotionPCM: Real-Time Motion Synthesis with Phased Consistency Model arXiv:2501.19083
3D Human Pose TrackingonKIT Motion-Language
Multimodality· 2025-01-31
1.254
best: 3.627 (GraphMotion)
MotionPCM: Real-Time Motion Synthesis with Phased Consistency Model arXiv:2501.19083
3D Human Pose TrackingonKIT Motion-Language
R Precision Top3· 2025-01-31
0.787
best: 0.803 (BiPO)
MotionPCM: Real-Time Motion Synthesis with Phased Consistency Model arXiv:2501.19083

Computer Vision8 results

Pose TrackingonHumanML3D
R Precision Top3· 2025-01-31
0.842
SOTA
MotionPCM: Real-Time Motion Synthesis with Phased Consistency Model arXiv:2501.19083
Pose TrackingonHumanML3D
Diversity· 2025-01-31
9.575
best: 23.692 (Diffuion Motion)
MotionPCM: Real-Time Motion Synthesis with Phased Consistency Model arXiv:2501.19083
Pose TrackingonHumanML3D
FID· 2025-01-31
0.03
best: 0.028 (Motion Anything)
MotionPCM: Real-Time Motion Synthesis with Phased Consistency Model arXiv:2501.19083
Pose TrackingonHumanML3D
Multimodality· 2025-01-31
1.714
best: 4.139 (TM2D (t2m))
MotionPCM: Real-Time Motion Synthesis with Phased Consistency Model arXiv:2501.19083
Pose TrackingonKIT Motion-Language
Diversity· 2025-01-31
10.827
best: 11.198 (T2M-GPT (τ = 0))
MotionPCM: Real-Time Motion Synthesis with Phased Consistency Model arXiv:2501.19083
Pose TrackingonKIT Motion-Language
FID· 2025-01-31
0.294
best: 0.131 (Motion Anything)
MotionPCM: Real-Time Motion Synthesis with Phased Consistency Model arXiv:2501.19083
Pose TrackingonKIT Motion-Language
Multimodality· 2025-01-31
1.254
best: 3.627 (GraphMotion)
MotionPCM: Real-Time Motion Synthesis with Phased Consistency Model arXiv:2501.19083
Pose TrackingonKIT Motion-Language
R Precision Top3· 2025-01-31
0.787
best: 0.803 (BiPO)
MotionPCM: Real-Time Motion Synthesis with Phased Consistency Model arXiv:2501.19083

Computer Code8 results

Motion SynthesisonHumanML3D
R Precision Top3· 2025-01-31
0.842
SOTA
MotionPCM: Real-Time Motion Synthesis with Phased Consistency Model arXiv:2501.19083
Motion SynthesisonHumanML3D
Diversity· 2025-01-31
9.575
best: 23.692 (Diffuion Motion)
MotionPCM: Real-Time Motion Synthesis with Phased Consistency Model arXiv:2501.19083
Motion SynthesisonHumanML3D
FID· 2025-01-31
0.03
best: 0.028 (Motion Anything)
MotionPCM: Real-Time Motion Synthesis with Phased Consistency Model arXiv:2501.19083
Motion SynthesisonHumanML3D
Multimodality· 2025-01-31
1.714
best: 4.139 (TM2D (t2m))
MotionPCM: Real-Time Motion Synthesis with Phased Consistency Model arXiv:2501.19083
Motion SynthesisonKIT Motion-Language
Diversity· 2025-01-31
10.827
best: 11.198 (T2M-GPT (τ = 0))
MotionPCM: Real-Time Motion Synthesis with Phased Consistency Model arXiv:2501.19083
Motion SynthesisonKIT Motion-Language
FID· 2025-01-31
0.294
best: 0.131 (Motion Anything)
MotionPCM: Real-Time Motion Synthesis with Phased Consistency Model arXiv:2501.19083
Motion SynthesisonKIT Motion-Language
Multimodality· 2025-01-31
1.254
best: 3.627 (GraphMotion)
MotionPCM: Real-Time Motion Synthesis with Phased Consistency Model arXiv:2501.19083
Motion SynthesisonKIT Motion-Language
R Precision Top3· 2025-01-31
0.787
best: 0.803 (BiPO)
MotionPCM: Real-Time Motion Synthesis with Phased Consistency Model arXiv:2501.19083