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Models/Motion Mamba

Motion Mamba

Reported on 32 benchmarks across 4 tasks · 1 paper

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
Diversity· 2024-03-12
9.871
best: 23.692 (Diffuion Motion)
Motion Mamba: Efficient and Long Sequence Motion Generation arXiv:2403.07487
10-shot image generationonHumanML3D
FID· 2024-03-12
0.281
best: 0.028 (Motion Anything)
Motion Mamba: Efficient and Long Sequence Motion Generation arXiv:2403.07487
10-shot image generationonHumanML3D
Multimodality· 2024-03-12
2.294
best: 4.139 (TM2D (t2m))
Motion Mamba: Efficient and Long Sequence Motion Generation arXiv:2403.07487
10-shot image generationonHumanML3D
R Precision Top3· 2024-03-12
0.792
best: 0.842 (MotionPCM)
Motion Mamba: Efficient and Long Sequence Motion Generation arXiv:2403.07487
10-shot image generationonKIT Motion-Language
Diversity· 2024-03-12
11.02
best: 11.198 (T2M-GPT (τ = 0))
Motion Mamba: Efficient and Long Sequence Motion Generation arXiv:2403.07487
10-shot image generationonKIT Motion-Language
FID· 2024-03-12
0.307
best: 0.131 (Motion Anything)
Motion Mamba: Efficient and Long Sequence Motion Generation arXiv:2403.07487
10-shot image generationonKIT Motion-Language
Multimodality· 2024-03-12
1.678
best: 3.627 (GraphMotion)
Motion Mamba: Efficient and Long Sequence Motion Generation arXiv:2403.07487
10-shot image generationonKIT Motion-Language
R Precision Top3· 2024-03-12
0.765
best: 0.803 (BiPO)
Motion Mamba: Efficient and Long Sequence Motion Generation arXiv:2403.07487
3D Human Pose TrackingonHumanML3D
Diversity· 2024-03-12
9.871
best: 23.692 (Diffuion Motion)
Motion Mamba: Efficient and Long Sequence Motion Generation arXiv:2403.07487
3D Human Pose TrackingonHumanML3D
FID· 2024-03-12
0.281
best: 0.028 (Motion Anything)
Motion Mamba: Efficient and Long Sequence Motion Generation arXiv:2403.07487
3D Human Pose TrackingonHumanML3D
Multimodality· 2024-03-12
2.294
best: 4.139 (TM2D (t2m))
Motion Mamba: Efficient and Long Sequence Motion Generation arXiv:2403.07487
3D Human Pose TrackingonHumanML3D
R Precision Top3· 2024-03-12
0.792
best: 0.842 (MotionPCM)
Motion Mamba: Efficient and Long Sequence Motion Generation arXiv:2403.07487
3D Human Pose TrackingonKIT Motion-Language
Diversity· 2024-03-12
11.02
best: 11.198 (T2M-GPT (τ = 0))
Motion Mamba: Efficient and Long Sequence Motion Generation arXiv:2403.07487
3D Human Pose TrackingonKIT Motion-Language
FID· 2024-03-12
0.307
best: 0.131 (Motion Anything)
Motion Mamba: Efficient and Long Sequence Motion Generation arXiv:2403.07487
3D Human Pose TrackingonKIT Motion-Language
Multimodality· 2024-03-12
1.678
best: 3.627 (GraphMotion)
Motion Mamba: Efficient and Long Sequence Motion Generation arXiv:2403.07487
3D Human Pose TrackingonKIT Motion-Language
R Precision Top3· 2024-03-12
0.765
best: 0.803 (BiPO)
Motion Mamba: Efficient and Long Sequence Motion Generation arXiv:2403.07487

Computer Vision8 results

Pose TrackingonHumanML3D
Diversity· 2024-03-12
9.871
best: 23.692 (Diffuion Motion)
Motion Mamba: Efficient and Long Sequence Motion Generation arXiv:2403.07487
Pose TrackingonHumanML3D
FID· 2024-03-12
0.281
best: 0.028 (Motion Anything)
Motion Mamba: Efficient and Long Sequence Motion Generation arXiv:2403.07487
Pose TrackingonHumanML3D
Multimodality· 2024-03-12
2.294
best: 4.139 (TM2D (t2m))
Motion Mamba: Efficient and Long Sequence Motion Generation arXiv:2403.07487
Pose TrackingonHumanML3D
R Precision Top3· 2024-03-12
0.792
best: 0.842 (MotionPCM)
Motion Mamba: Efficient and Long Sequence Motion Generation arXiv:2403.07487
Pose TrackingonKIT Motion-Language
Diversity· 2024-03-12
11.02
best: 11.198 (T2M-GPT (τ = 0))
Motion Mamba: Efficient and Long Sequence Motion Generation arXiv:2403.07487
Pose TrackingonKIT Motion-Language
FID· 2024-03-12
0.307
best: 0.131 (Motion Anything)
Motion Mamba: Efficient and Long Sequence Motion Generation arXiv:2403.07487
Pose TrackingonKIT Motion-Language
Multimodality· 2024-03-12
1.678
best: 3.627 (GraphMotion)
Motion Mamba: Efficient and Long Sequence Motion Generation arXiv:2403.07487
Pose TrackingonKIT Motion-Language
R Precision Top3· 2024-03-12
0.765
best: 0.803 (BiPO)
Motion Mamba: Efficient and Long Sequence Motion Generation arXiv:2403.07487

Computer Code8 results

Motion SynthesisonHumanML3D
Diversity· 2024-03-12
9.871
best: 23.692 (Diffuion Motion)
Motion Mamba: Efficient and Long Sequence Motion Generation arXiv:2403.07487
Motion SynthesisonHumanML3D
FID· 2024-03-12
0.281
best: 0.028 (Motion Anything)
Motion Mamba: Efficient and Long Sequence Motion Generation arXiv:2403.07487
Motion SynthesisonHumanML3D
Multimodality· 2024-03-12
2.294
best: 4.139 (TM2D (t2m))
Motion Mamba: Efficient and Long Sequence Motion Generation arXiv:2403.07487
Motion SynthesisonHumanML3D
R Precision Top3· 2024-03-12
0.792
best: 0.842 (MotionPCM)
Motion Mamba: Efficient and Long Sequence Motion Generation arXiv:2403.07487
Motion SynthesisonKIT Motion-Language
Diversity· 2024-03-12
11.02
best: 11.198 (T2M-GPT (τ = 0))
Motion Mamba: Efficient and Long Sequence Motion Generation arXiv:2403.07487
Motion SynthesisonKIT Motion-Language
FID· 2024-03-12
0.307
best: 0.131 (Motion Anything)
Motion Mamba: Efficient and Long Sequence Motion Generation arXiv:2403.07487
Motion SynthesisonKIT Motion-Language
Multimodality· 2024-03-12
1.678
best: 3.627 (GraphMotion)
Motion Mamba: Efficient and Long Sequence Motion Generation arXiv:2403.07487
Motion SynthesisonKIT Motion-Language
R Precision Top3· 2024-03-12
0.765
best: 0.803 (BiPO)
Motion Mamba: Efficient and Long Sequence Motion Generation arXiv:2403.07487