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Models/DiverseMotion (s=1)

DiverseMotion (s=1)

Reported on 16 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.

Audio8 results

  • 10-shot image generationonHumanML3D
    FID· uses extra data· 2023-09-04
    0.07
    best: 0.028 (Motion Anything)
    SOTA
    DiverseMotion: Towards Diverse Human Motion Generation via Discrete DiffusionarXiv:2309.01372
  • 3D Human Pose TrackingonHumanML3D
    FID· uses extra data· 2023-09-04
    0.07
    best: 0.028 (Motion Anything)
    SOTA
    DiverseMotion: Towards Diverse Human Motion Generation via Discrete DiffusionarXiv:2309.01372
  • 10-shot image generationonHumanML3D
    Diversity· uses extra data· 2023-09-04
    9.551
    best: 23.692 (Diffuion Motion)
    DiverseMotion: Towards Diverse Human Motion Generation via Discrete DiffusionarXiv:2309.01372
  • 10-shot image generationonHumanML3D
    Multimodality· uses extra data· 2023-09-04
    2.062
    best: 4.139 (TM2D (t2m))
    DiverseMotion: Towards Diverse Human Motion Generation via Discrete DiffusionarXiv:2309.01372
  • 10-shot image generationonHumanML3D
    R Precision Top3· uses extra data· 2023-09-04
    0.783
    best: 0.842 (MotionPCM)
    DiverseMotion: Towards Diverse Human Motion Generation via Discrete DiffusionarXiv:2309.01372
  • 3D Human Pose TrackingonHumanML3D
    Diversity· uses extra data· 2023-09-04
    9.551
    best: 23.692 (Diffuion Motion)
    DiverseMotion: Towards Diverse Human Motion Generation via Discrete DiffusionarXiv:2309.01372
  • 3D Human Pose TrackingonHumanML3D
    Multimodality· uses extra data· 2023-09-04
    2.062
    best: 4.139 (TM2D (t2m))
    DiverseMotion: Towards Diverse Human Motion Generation via Discrete DiffusionarXiv:2309.01372
  • 3D Human Pose TrackingonHumanML3D
    R Precision Top3· uses extra data· 2023-09-04
    0.783
    best: 0.842 (MotionPCM)
    DiverseMotion: Towards Diverse Human Motion Generation via Discrete DiffusionarXiv:2309.01372

Computer Vision4 results

  • Pose TrackingonHumanML3D
    FID· uses extra data· 2023-09-04
    0.07
    best: 0.028 (Motion Anything)
    SOTA
    DiverseMotion: Towards Diverse Human Motion Generation via Discrete DiffusionarXiv:2309.01372
  • Pose TrackingonHumanML3D
    Diversity· uses extra data· 2023-09-04
    9.551
    best: 23.692 (Diffuion Motion)
    DiverseMotion: Towards Diverse Human Motion Generation via Discrete DiffusionarXiv:2309.01372
  • Pose TrackingonHumanML3D
    Multimodality· uses extra data· 2023-09-04
    2.062
    best: 4.139 (TM2D (t2m))
    DiverseMotion: Towards Diverse Human Motion Generation via Discrete DiffusionarXiv:2309.01372
  • Pose TrackingonHumanML3D
    R Precision Top3· uses extra data· 2023-09-04
    0.783
    best: 0.842 (MotionPCM)
    DiverseMotion: Towards Diverse Human Motion Generation via Discrete DiffusionarXiv:2309.01372

Computer Code4 results

  • Motion SynthesisonHumanML3D
    FID· uses extra data· 2023-09-04
    0.07
    best: 0.028 (Motion Anything)
    SOTA
    DiverseMotion: Towards Diverse Human Motion Generation via Discrete DiffusionarXiv:2309.01372
  • Motion SynthesisonHumanML3D
    Diversity· uses extra data· 2023-09-04
    9.551
    best: 23.692 (Diffuion Motion)
    DiverseMotion: Towards Diverse Human Motion Generation via Discrete DiffusionarXiv:2309.01372
  • Motion SynthesisonHumanML3D
    Multimodality· uses extra data· 2023-09-04
    2.062
    best: 4.139 (TM2D (t2m))
    DiverseMotion: Towards Diverse Human Motion Generation via Discrete DiffusionarXiv:2309.01372
  • Motion SynthesisonHumanML3D
    R Precision Top3· uses extra data· 2023-09-04
    0.783
    best: 0.842 (MotionPCM)
    DiverseMotion: Towards Diverse Human Motion Generation via Discrete DiffusionarXiv:2309.01372