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Models/TM2D (t2m)

TM2D (t2m)

Reported on 12 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.

Audio6 results

  • 10-shot image generationonHumanML3D
    Multimodality· 2023-04-05
    4.139
    SOTA
    TM2D: Bimodality Driven 3D Dance Generation via Music-Text IntegrationarXiv:2304.02419
  • 3D Human Pose TrackingonHumanML3D
    Multimodality· 2023-04-05
    4.139
    SOTA
    TM2D: Bimodality Driven 3D Dance Generation via Music-Text IntegrationarXiv:2304.02419
  • 10-shot image generationonHumanML3D
    Diversity· 2023-04-05
    9.513
    best: 23.692 (Diffuion Motion)
    TM2D: Bimodality Driven 3D Dance Generation via Music-Text IntegrationarXiv:2304.02419
  • 10-shot image generationonHumanML3D
    FID· 2023-04-05
    1.021
    best: 0.028 (Motion Anything)
    TM2D: Bimodality Driven 3D Dance Generation via Music-Text IntegrationarXiv:2304.02419
  • 3D Human Pose TrackingonHumanML3D
    Diversity· 2023-04-05
    9.513
    best: 23.692 (Diffuion Motion)
    TM2D: Bimodality Driven 3D Dance Generation via Music-Text IntegrationarXiv:2304.02419
  • 3D Human Pose TrackingonHumanML3D
    FID· 2023-04-05
    1.021
    best: 0.028 (Motion Anything)
    TM2D: Bimodality Driven 3D Dance Generation via Music-Text IntegrationarXiv:2304.02419

Computer Vision3 results

  • Pose TrackingonHumanML3D
    Multimodality· 2023-04-05
    4.139
    SOTA
    TM2D: Bimodality Driven 3D Dance Generation via Music-Text IntegrationarXiv:2304.02419
  • Pose TrackingonHumanML3D
    Diversity· 2023-04-05
    9.513
    best: 23.692 (Diffuion Motion)
    TM2D: Bimodality Driven 3D Dance Generation via Music-Text IntegrationarXiv:2304.02419
  • Pose TrackingonHumanML3D
    FID· 2023-04-05
    1.021
    best: 0.028 (Motion Anything)
    TM2D: Bimodality Driven 3D Dance Generation via Music-Text IntegrationarXiv:2304.02419

Computer Code3 results

  • Motion SynthesisonHumanML3D
    Multimodality· 2023-04-05
    4.139
    SOTA
    TM2D: Bimodality Driven 3D Dance Generation via Music-Text IntegrationarXiv:2304.02419
  • Motion SynthesisonHumanML3D
    Diversity· 2023-04-05
    9.513
    best: 23.692 (Diffuion Motion)
    TM2D: Bimodality Driven 3D Dance Generation via Music-Text IntegrationarXiv:2304.02419
  • Motion SynthesisonHumanML3D
    FID· 2023-04-05
    1.021
    best: 0.028 (Motion Anything)
    TM2D: Bimodality Driven 3D Dance Generation via Music-Text IntegrationarXiv:2304.02419