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Models/ReMoDiffuse

ReMoDiffuse

Reported on 32 benchmarks across 4 tasks · 1 paper · 16 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
FID· 2023-04-03
0.103
best: 0.028 (Motion Anything)
SOTA
ReMoDiffuse: Retrieval-Augmented Motion Diffusion Model arXiv:2304.01116
10-shot image generationonHumanML3D
R Precision Top3· 2023-04-03
0.795
best: 0.842 (MotionPCM)
SOTA
ReMoDiffuse: Retrieval-Augmented Motion Diffusion Model arXiv:2304.01116
10-shot image generationonKIT Motion-Language
FID· 2023-04-03
0.155
best: 0.131 (Motion Anything)
SOTA
ReMoDiffuse: Retrieval-Augmented Motion Diffusion Model arXiv:2304.01116
10-shot image generationonKIT Motion-Language
R Precision Top3· 2023-04-03
0.765
best: 0.803 (BiPO)
SOTA
ReMoDiffuse: Retrieval-Augmented Motion Diffusion Model arXiv:2304.01116
3D Human Pose TrackingonHumanML3D
FID· 2023-04-03
0.103
best: 0.028 (Motion Anything)
SOTA
ReMoDiffuse: Retrieval-Augmented Motion Diffusion Model arXiv:2304.01116
3D Human Pose TrackingonHumanML3D
R Precision Top3· 2023-04-03
0.795
best: 0.842 (MotionPCM)
SOTA
ReMoDiffuse: Retrieval-Augmented Motion Diffusion Model arXiv:2304.01116
3D Human Pose TrackingonKIT Motion-Language
FID· 2023-04-03
0.155
best: 0.131 (Motion Anything)
SOTA
ReMoDiffuse: Retrieval-Augmented Motion Diffusion Model arXiv:2304.01116
3D Human Pose TrackingonKIT Motion-Language
R Precision Top3· 2023-04-03
0.765
best: 0.803 (BiPO)
SOTA
ReMoDiffuse: Retrieval-Augmented Motion Diffusion Model arXiv:2304.01116
10-shot image generationonHumanML3D
Diversity· 2023-04-03
9.018
best: 23.692 (Diffuion Motion)
ReMoDiffuse: Retrieval-Augmented Motion Diffusion Model arXiv:2304.01116
10-shot image generationonHumanML3D
Multimodality· 2023-04-03
1.795
best: 4.139 (TM2D (t2m))
ReMoDiffuse: Retrieval-Augmented Motion Diffusion Model arXiv:2304.01116
10-shot image generationonKIT Motion-Language
Diversity· 2023-04-03
10.8
best: 11.198 (T2M-GPT (τ = 0))
ReMoDiffuse: Retrieval-Augmented Motion Diffusion Model arXiv:2304.01116
10-shot image generationonKIT Motion-Language
Multimodality· 2023-04-03
1.239
best: 3.627 (GraphMotion)
ReMoDiffuse: Retrieval-Augmented Motion Diffusion Model arXiv:2304.01116
3D Human Pose TrackingonHumanML3D
Diversity· 2023-04-03
9.018
best: 23.692 (Diffuion Motion)
ReMoDiffuse: Retrieval-Augmented Motion Diffusion Model arXiv:2304.01116
3D Human Pose TrackingonHumanML3D
Multimodality· 2023-04-03
1.795
best: 4.139 (TM2D (t2m))
ReMoDiffuse: Retrieval-Augmented Motion Diffusion Model arXiv:2304.01116
3D Human Pose TrackingonKIT Motion-Language
Diversity· 2023-04-03
10.8
best: 11.198 (T2M-GPT (τ = 0))
ReMoDiffuse: Retrieval-Augmented Motion Diffusion Model arXiv:2304.01116
3D Human Pose TrackingonKIT Motion-Language
Multimodality· 2023-04-03
1.239
best: 3.627 (GraphMotion)
ReMoDiffuse: Retrieval-Augmented Motion Diffusion Model arXiv:2304.01116

Computer Vision8 results

Pose TrackingonHumanML3D
FID· 2023-04-03
0.103
best: 0.028 (Motion Anything)
SOTA
ReMoDiffuse: Retrieval-Augmented Motion Diffusion Model arXiv:2304.01116
Pose TrackingonHumanML3D
R Precision Top3· 2023-04-03
0.795
best: 0.842 (MotionPCM)
SOTA
ReMoDiffuse: Retrieval-Augmented Motion Diffusion Model arXiv:2304.01116
Pose TrackingonKIT Motion-Language
FID· 2023-04-03
0.155
best: 0.131 (Motion Anything)
SOTA
ReMoDiffuse: Retrieval-Augmented Motion Diffusion Model arXiv:2304.01116
Pose TrackingonKIT Motion-Language
R Precision Top3· 2023-04-03
0.765
best: 0.803 (BiPO)
SOTA
ReMoDiffuse: Retrieval-Augmented Motion Diffusion Model arXiv:2304.01116
Pose TrackingonHumanML3D
Diversity· 2023-04-03
9.018
best: 23.692 (Diffuion Motion)
ReMoDiffuse: Retrieval-Augmented Motion Diffusion Model arXiv:2304.01116
Pose TrackingonHumanML3D
Multimodality· 2023-04-03
1.795
best: 4.139 (TM2D (t2m))
ReMoDiffuse: Retrieval-Augmented Motion Diffusion Model arXiv:2304.01116
Pose TrackingonKIT Motion-Language
Diversity· 2023-04-03
10.8
best: 11.198 (T2M-GPT (τ = 0))
ReMoDiffuse: Retrieval-Augmented Motion Diffusion Model arXiv:2304.01116
Pose TrackingonKIT Motion-Language
Multimodality· 2023-04-03
1.239
best: 3.627 (GraphMotion)
ReMoDiffuse: Retrieval-Augmented Motion Diffusion Model arXiv:2304.01116

Computer Code8 results

Motion SynthesisonHumanML3D
FID· 2023-04-03
0.103
best: 0.028 (Motion Anything)
SOTA
ReMoDiffuse: Retrieval-Augmented Motion Diffusion Model arXiv:2304.01116
Motion SynthesisonHumanML3D
R Precision Top3· 2023-04-03
0.795
best: 0.842 (MotionPCM)
SOTA
ReMoDiffuse: Retrieval-Augmented Motion Diffusion Model arXiv:2304.01116
Motion SynthesisonKIT Motion-Language
FID· 2023-04-03
0.155
best: 0.131 (Motion Anything)
SOTA
ReMoDiffuse: Retrieval-Augmented Motion Diffusion Model arXiv:2304.01116
Motion SynthesisonKIT Motion-Language
R Precision Top3· 2023-04-03
0.765
best: 0.803 (BiPO)
SOTA
ReMoDiffuse: Retrieval-Augmented Motion Diffusion Model arXiv:2304.01116
Motion SynthesisonHumanML3D
Diversity· 2023-04-03
9.018
best: 23.692 (Diffuion Motion)
ReMoDiffuse: Retrieval-Augmented Motion Diffusion Model arXiv:2304.01116
Motion SynthesisonHumanML3D
Multimodality· 2023-04-03
1.795
best: 4.139 (TM2D (t2m))
ReMoDiffuse: Retrieval-Augmented Motion Diffusion Model arXiv:2304.01116
Motion SynthesisonKIT Motion-Language
Diversity· 2023-04-03
10.8
best: 11.198 (T2M-GPT (τ = 0))
ReMoDiffuse: Retrieval-Augmented Motion Diffusion Model arXiv:2304.01116
Motion SynthesisonKIT Motion-Language
Multimodality· 2023-04-03
1.239
best: 3.627 (GraphMotion)
ReMoDiffuse: Retrieval-Augmented Motion Diffusion Model arXiv:2304.01116