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Models/Diffuion Motion

Diffuion Motion

Reported on 12 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.

Audio6 results

10-shot image generationonHumanML3D
Diversity· 2022-10-22
23.692
SOTA
Diffusion Motion: Generate Text-Guided 3D Human Motion by Diffusion Model arXiv:2210.12315
3D Human Pose TrackingonHumanML3D
Diversity· 2022-10-22
23.692
SOTA
Diffusion Motion: Generate Text-Guided 3D Human Motion by Diffusion Model arXiv:2210.12315
10-shot image generationonHumanML3D
FID· 2022-10-22
10.21
best: 0.028 (Motion Anything)
Diffusion Motion: Generate Text-Guided 3D Human Motion by Diffusion Model arXiv:2210.12315
10-shot image generationonHumanML3D
R Precision Top3· 2022-10-22
0.735
best: 0.842 (MotionPCM)
Diffusion Motion: Generate Text-Guided 3D Human Motion by Diffusion Model arXiv:2210.12315
3D Human Pose TrackingonHumanML3D
FID· 2022-10-22
10.21
best: 0.028 (Motion Anything)
Diffusion Motion: Generate Text-Guided 3D Human Motion by Diffusion Model arXiv:2210.12315
3D Human Pose TrackingonHumanML3D
R Precision Top3· 2022-10-22
0.735
best: 0.842 (MotionPCM)
Diffusion Motion: Generate Text-Guided 3D Human Motion by Diffusion Model arXiv:2210.12315

Computer Vision3 results

Pose TrackingonHumanML3D
Diversity· 2022-10-22
23.692
SOTA
Diffusion Motion: Generate Text-Guided 3D Human Motion by Diffusion Model arXiv:2210.12315
Pose TrackingonHumanML3D
FID· 2022-10-22
10.21
best: 0.028 (Motion Anything)
Diffusion Motion: Generate Text-Guided 3D Human Motion by Diffusion Model arXiv:2210.12315
Pose TrackingonHumanML3D
R Precision Top3· 2022-10-22
0.735
best: 0.842 (MotionPCM)
Diffusion Motion: Generate Text-Guided 3D Human Motion by Diffusion Model arXiv:2210.12315

Computer Code3 results

Motion SynthesisonHumanML3D
Diversity· 2022-10-22
23.692
SOTA
Diffusion Motion: Generate Text-Guided 3D Human Motion by Diffusion Model arXiv:2210.12315
Motion SynthesisonHumanML3D
FID· 2022-10-22
10.21
best: 0.028 (Motion Anything)
Diffusion Motion: Generate Text-Guided 3D Human Motion by Diffusion Model arXiv:2210.12315
Motion SynthesisonHumanML3D
R Precision Top3· 2022-10-22
0.735
best: 0.842 (MotionPCM)
Diffusion Motion: Generate Text-Guided 3D Human Motion by Diffusion Model arXiv:2210.12315