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Models/ComMDM

ComMDM

Reported on 32 benchmarks across 4 tasks · 1 paper · 8 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 generationonInterHuman
FID· 2023-03-02
7.069
best: 5.154 (InterMask)
SOTA
Human Motion Diffusion as a Generative Prior arXiv:2303.01418
10-shot image generationonInterHuman
R-Precision Top3· 2023-03-02
0.466
best: 0.687 (in2IN)
SOTA
Human Motion Diffusion as a Generative Prior arXiv:2303.01418
3D Human Pose TrackingonInterHuman
FID· 2023-03-02
7.069
best: 5.154 (InterMask)
SOTA
Human Motion Diffusion as a Generative Prior arXiv:2303.01418
3D Human Pose TrackingonInterHuman
R-Precision Top3· 2023-03-02
0.466
best: 0.687 (in2IN)
SOTA
Human Motion Diffusion as a Generative Prior arXiv:2303.01418
10-shot image generationonInter-X
FID· 2023-03-02
29.266
best: 0.399 (InterMask)
Human Motion Diffusion as a Generative Prior arXiv:2303.01418
10-shot image generationonInter-X
MMDist· 2023-03-02
6.87
best: 9.58 (InterGen)
Human Motion Diffusion as a Generative Prior arXiv:2303.01418
10-shot image generationonInter-X
MModality· 2023-03-02
0.771
best: 3.686 (InterGen)
Human Motion Diffusion as a Generative Prior arXiv:2303.01418
10-shot image generationonInter-X
R-Precision Top3· 2023-03-02
0.236
best: 0.705 (InterMask)
Human Motion Diffusion as a Generative Prior arXiv:2303.01418
10-shot image generationonInterHuman
MMDist· 2023-03-02
6.212
best: 7.125 (MDM)
Human Motion Diffusion as a Generative Prior arXiv:2303.01418
10-shot image generationonInterHuman
MModality· 2023-03-02
1.822
best: 2.35 (MDM)
Human Motion Diffusion as a Generative Prior arXiv:2303.01418
3D Human Pose TrackingonInter-X
FID· 2023-03-02
29.266
best: 0.399 (InterMask)
Human Motion Diffusion as a Generative Prior arXiv:2303.01418
3D Human Pose TrackingonInter-X
MMDist· 2023-03-02
6.87
best: 9.58 (InterGen)
Human Motion Diffusion as a Generative Prior arXiv:2303.01418
3D Human Pose TrackingonInter-X
MModality· 2023-03-02
0.771
best: 3.686 (InterGen)
Human Motion Diffusion as a Generative Prior arXiv:2303.01418
3D Human Pose TrackingonInter-X
R-Precision Top3· 2023-03-02
0.236
best: 0.705 (InterMask)
Human Motion Diffusion as a Generative Prior arXiv:2303.01418
3D Human Pose TrackingonInterHuman
MMDist· 2023-03-02
6.212
best: 7.125 (MDM)
Human Motion Diffusion as a Generative Prior arXiv:2303.01418
3D Human Pose TrackingonInterHuman
MModality· 2023-03-02
1.822
best: 2.35 (MDM)
Human Motion Diffusion as a Generative Prior arXiv:2303.01418

Computer Vision8 results

Pose TrackingonInterHuman
FID· 2023-03-02
7.069
best: 5.154 (InterMask)
SOTA
Human Motion Diffusion as a Generative Prior arXiv:2303.01418
Pose TrackingonInterHuman
R-Precision Top3· 2023-03-02
0.466
best: 0.687 (in2IN)
SOTA
Human Motion Diffusion as a Generative Prior arXiv:2303.01418
Pose TrackingonInter-X
FID· 2023-03-02
29.266
best: 0.399 (InterMask)
Human Motion Diffusion as a Generative Prior arXiv:2303.01418
Pose TrackingonInter-X
MMDist· 2023-03-02
6.87
best: 9.58 (InterGen)
Human Motion Diffusion as a Generative Prior arXiv:2303.01418
Pose TrackingonInter-X
MModality· 2023-03-02
0.771
best: 3.686 (InterGen)
Human Motion Diffusion as a Generative Prior arXiv:2303.01418
Pose TrackingonInter-X
R-Precision Top3· 2023-03-02
0.236
best: 0.705 (InterMask)
Human Motion Diffusion as a Generative Prior arXiv:2303.01418
Pose TrackingonInterHuman
MMDist· 2023-03-02
6.212
best: 7.125 (MDM)
Human Motion Diffusion as a Generative Prior arXiv:2303.01418
Pose TrackingonInterHuman
MModality· 2023-03-02
1.822
best: 2.35 (MDM)
Human Motion Diffusion as a Generative Prior arXiv:2303.01418

Computer Code8 results

Motion SynthesisonInterHuman
FID· 2023-03-02
7.069
best: 5.154 (InterMask)
SOTA
Human Motion Diffusion as a Generative Prior arXiv:2303.01418
Motion SynthesisonInterHuman
R-Precision Top3· 2023-03-02
0.466
best: 0.687 (in2IN)
SOTA
Human Motion Diffusion as a Generative Prior arXiv:2303.01418
Motion SynthesisonInter-X
FID· 2023-03-02
29.266
best: 0.399 (InterMask)
Human Motion Diffusion as a Generative Prior arXiv:2303.01418
Motion SynthesisonInter-X
MMDist· 2023-03-02
6.87
best: 9.58 (InterGen)
Human Motion Diffusion as a Generative Prior arXiv:2303.01418
Motion SynthesisonInter-X
MModality· 2023-03-02
0.771
best: 3.686 (InterGen)
Human Motion Diffusion as a Generative Prior arXiv:2303.01418
Motion SynthesisonInter-X
R-Precision Top3· 2023-03-02
0.236
best: 0.705 (InterMask)
Human Motion Diffusion as a Generative Prior arXiv:2303.01418
Motion SynthesisonInterHuman
MMDist· 2023-03-02
6.212
best: 7.125 (MDM)
Human Motion Diffusion as a Generative Prior arXiv:2303.01418
Motion SynthesisonInterHuman
MModality· 2023-03-02
1.822
best: 2.35 (MDM)
Human Motion Diffusion as a Generative Prior arXiv:2303.01418