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Models/Lodge (DDIM)

Lodge (DDIM)

Reported on 8 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.

Audio4 results

  • 10-shot image generationonFineDance
    fid_k· 2024-03-15
    50
    best: 19.36 (DanceMosaic)
    SOTA
    Lodge: A Coarse to Fine Diffusion Network for Long Dance Generation Guided by the Characteristic Dance PrimitivesarXiv:2403.10518
  • 3D Human Pose TrackingonFineDance
    fid_k· 2024-03-15
    50
    best: 19.36 (DanceMosaic)
    SOTA
    Lodge: A Coarse to Fine Diffusion Network for Long Dance Generation Guided by the Characteristic Dance PrimitivesarXiv:2403.10518
  • 10-shot image generationonFineDance
    BAS· 2024-03-15
    0.2269
    best: 0.2423 (Lodge++)
    Lodge: A Coarse to Fine Diffusion Network for Long Dance Generation Guided by the Characteristic Dance PrimitivesarXiv:2403.10518
  • 3D Human Pose TrackingonFineDance
    BAS· 2024-03-15
    0.2269
    best: 0.2423 (Lodge++)
    Lodge: A Coarse to Fine Diffusion Network for Long Dance Generation Guided by the Characteristic Dance PrimitivesarXiv:2403.10518

Computer Vision2 results

  • Pose TrackingonFineDance
    fid_k· 2024-03-15
    50
    best: 19.36 (DanceMosaic)
    SOTA
    Lodge: A Coarse to Fine Diffusion Network for Long Dance Generation Guided by the Characteristic Dance PrimitivesarXiv:2403.10518
  • Pose TrackingonFineDance
    BAS· 2024-03-15
    0.2269
    best: 0.2423 (Lodge++)
    Lodge: A Coarse to Fine Diffusion Network for Long Dance Generation Guided by the Characteristic Dance PrimitivesarXiv:2403.10518

Computer Code2 results

  • Motion SynthesisonFineDance
    fid_k· 2024-03-15
    50
    best: 19.36 (DanceMosaic)
    SOTA
    Lodge: A Coarse to Fine Diffusion Network for Long Dance Generation Guided by the Characteristic Dance PrimitivesarXiv:2403.10518
  • Motion SynthesisonFineDance
    BAS· 2024-03-15
    0.2269
    best: 0.2423 (Lodge++)
    Lodge: A Coarse to Fine Diffusion Network for Long Dance Generation Guided by the Characteristic Dance PrimitivesarXiv:2403.10518