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Models/DiverseMotion

DiverseMotion

Reported on 16 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.

Audio8 results

10-shot image generationonKIT Motion-Language
Diversity· 2023-09-04
10.873
best: 11.198 (T2M-GPT (τ = 0))
DiverseMotion: Towards Diverse Human Motion Generation via Discrete Diffusion arXiv:2309.01372
10-shot image generationonKIT Motion-Language
FID· 2023-09-04
0.468
best: 0.131 (Motion Anything)
DiverseMotion: Towards Diverse Human Motion Generation via Discrete Diffusion arXiv:2309.01372
10-shot image generationonKIT Motion-Language
Multimodality· 2023-09-04
2.062
best: 3.627 (GraphMotion)
DiverseMotion: Towards Diverse Human Motion Generation via Discrete Diffusion arXiv:2309.01372
10-shot image generationonKIT Motion-Language
R Precision Top3· 2023-09-04
0.76
best: 0.803 (BiPO)
DiverseMotion: Towards Diverse Human Motion Generation via Discrete Diffusion arXiv:2309.01372
3D Human Pose TrackingonKIT Motion-Language
Diversity· 2023-09-04
10.873
best: 11.198 (T2M-GPT (τ = 0))
DiverseMotion: Towards Diverse Human Motion Generation via Discrete Diffusion arXiv:2309.01372
3D Human Pose TrackingonKIT Motion-Language
FID· 2023-09-04
0.468
best: 0.131 (Motion Anything)
DiverseMotion: Towards Diverse Human Motion Generation via Discrete Diffusion arXiv:2309.01372
3D Human Pose TrackingonKIT Motion-Language
Multimodality· 2023-09-04
2.062
best: 3.627 (GraphMotion)
DiverseMotion: Towards Diverse Human Motion Generation via Discrete Diffusion arXiv:2309.01372
3D Human Pose TrackingonKIT Motion-Language
R Precision Top3· 2023-09-04
0.76
best: 0.803 (BiPO)
DiverseMotion: Towards Diverse Human Motion Generation via Discrete Diffusion arXiv:2309.01372

Computer Vision4 results

Pose TrackingonKIT Motion-Language
Diversity· 2023-09-04
10.873
best: 11.198 (T2M-GPT (τ = 0))
DiverseMotion: Towards Diverse Human Motion Generation via Discrete Diffusion arXiv:2309.01372
Pose TrackingonKIT Motion-Language
FID· 2023-09-04
0.468
best: 0.131 (Motion Anything)
DiverseMotion: Towards Diverse Human Motion Generation via Discrete Diffusion arXiv:2309.01372
Pose TrackingonKIT Motion-Language
Multimodality· 2023-09-04
2.062
best: 3.627 (GraphMotion)
DiverseMotion: Towards Diverse Human Motion Generation via Discrete Diffusion arXiv:2309.01372
Pose TrackingonKIT Motion-Language
R Precision Top3· 2023-09-04
0.76
best: 0.803 (BiPO)
DiverseMotion: Towards Diverse Human Motion Generation via Discrete Diffusion arXiv:2309.01372

Computer Code4 results

Motion SynthesisonKIT Motion-Language
Diversity· 2023-09-04
10.873
best: 11.198 (T2M-GPT (τ = 0))
DiverseMotion: Towards Diverse Human Motion Generation via Discrete Diffusion arXiv:2309.01372
Motion SynthesisonKIT Motion-Language
FID· 2023-09-04
0.468
best: 0.131 (Motion Anything)
DiverseMotion: Towards Diverse Human Motion Generation via Discrete Diffusion arXiv:2309.01372
Motion SynthesisonKIT Motion-Language
Multimodality· 2023-09-04
2.062
best: 3.627 (GraphMotion)
DiverseMotion: Towards Diverse Human Motion Generation via Discrete Diffusion arXiv:2309.01372
Motion SynthesisonKIT Motion-Language
R Precision Top3· 2023-09-04
0.76
best: 0.803 (BiPO)
DiverseMotion: Towards Diverse Human Motion Generation via Discrete Diffusion arXiv:2309.01372