TasksSotADatasetsPapersMethodsSubmitAbout
Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable BenchmarksAll SotADatasetsPapersMethods

Community

Submit ResultsAbout

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/GCD

GCD

Reported on 28 benchmarks across 4 tasks · 1 paper · 16 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Audio14 results

  • 10-shot image generationonAIOZ-GDANCE
    FID· 2023-10-29
    31.16
    best: 31.01 (Scalable Group Choreography)
    SOTA
    Controllable Group Choreography using Contrastive DiffusionarXiv:2310.18986
  • 10-shot image generationonAIOZ-GDANCE
    GMC· 2023-10-29
    80.97
    best: 84.52 (Scalable Group Choreography)
    SOTA
    Controllable Group Choreography using Contrastive DiffusionarXiv:2310.18986
  • 10-shot image generationonAIOZ-GDANCE
    GenDiv· 2023-10-29
    10.87
    best: 14.37 (TCDiff)
    SOTA
    Controllable Group Choreography using Contrastive DiffusionarXiv:2310.18986
  • 10-shot image generationonAIOZ-GDANCE
    MMC· 2023-10-29
    0.261
    best: 0.271 (Scalable Group Choreography)
    SOTA
    Controllable Group Choreography using Contrastive DiffusionarXiv:2310.18986
  • 3D Human Pose TrackingonAIOZ-GDANCE
    FID· 2023-10-29
    31.16
    best: 31.01 (Scalable Group Choreography)
    SOTA
    Controllable Group Choreography using Contrastive DiffusionarXiv:2310.18986
  • 3D Human Pose TrackingonAIOZ-GDANCE
    GMC· 2023-10-29
    80.97
    best: 84.52 (Scalable Group Choreography)
    SOTA
    Controllable Group Choreography using Contrastive DiffusionarXiv:2310.18986
  • 3D Human Pose TrackingonAIOZ-GDANCE
    GenDiv· 2023-10-29
    10.87
    best: 14.37 (TCDiff)
    SOTA
    Controllable Group Choreography using Contrastive DiffusionarXiv:2310.18986
  • 3D Human Pose TrackingonAIOZ-GDANCE
    MMC· 2023-10-29
    0.261
    best: 0.271 (Scalable Group Choreography)
    SOTA
    Controllable Group Choreography using Contrastive DiffusionarXiv:2310.18986
  • 10-shot image generationonAIOZ-GDANCE
    GMR· 2023-10-29
    31.47
    best: 51.27 (GDANCER)
    Controllable Group Choreography using Contrastive DiffusionarXiv:2310.18986
  • 10-shot image generationonAIOZ-GDANCE
    PFC· 2023-10-29
    2.53
    best: 3.05 (GDANCER)
    Controllable Group Choreography using Contrastive DiffusionarXiv:2310.18986
  • 10-shot image generationonAIOZ-GDANCE
    TIF· 2023-10-29
    0.167
    best: 0.217 (GDANCER)
    Controllable Group Choreography using Contrastive DiffusionarXiv:2310.18986
  • 3D Human Pose TrackingonAIOZ-GDANCE
    GMR· 2023-10-29
    31.47
    best: 51.27 (GDANCER)
    Controllable Group Choreography using Contrastive DiffusionarXiv:2310.18986
  • 3D Human Pose TrackingonAIOZ-GDANCE
    PFC· 2023-10-29
    2.53
    best: 3.05 (GDANCER)
    Controllable Group Choreography using Contrastive DiffusionarXiv:2310.18986
  • 3D Human Pose TrackingonAIOZ-GDANCE
    TIF· 2023-10-29
    0.167
    best: 0.217 (GDANCER)
    Controllable Group Choreography using Contrastive DiffusionarXiv:2310.18986

Computer Vision7 results

  • Pose TrackingonAIOZ-GDANCE
    FID· 2023-10-29
    31.16
    best: 31.01 (Scalable Group Choreography)
    SOTA
    Controllable Group Choreography using Contrastive DiffusionarXiv:2310.18986
  • Pose TrackingonAIOZ-GDANCE
    GMC· 2023-10-29
    80.97
    best: 84.52 (Scalable Group Choreography)
    SOTA
    Controllable Group Choreography using Contrastive DiffusionarXiv:2310.18986
  • Pose TrackingonAIOZ-GDANCE
    GenDiv· 2023-10-29
    10.87
    best: 14.37 (TCDiff)
    SOTA
    Controllable Group Choreography using Contrastive DiffusionarXiv:2310.18986
  • Pose TrackingonAIOZ-GDANCE
    MMC· 2023-10-29
    0.261
    best: 0.271 (Scalable Group Choreography)
    SOTA
    Controllable Group Choreography using Contrastive DiffusionarXiv:2310.18986
  • Pose TrackingonAIOZ-GDANCE
    GMR· 2023-10-29
    31.47
    best: 51.27 (GDANCER)
    Controllable Group Choreography using Contrastive DiffusionarXiv:2310.18986
  • Pose TrackingonAIOZ-GDANCE
    PFC· 2023-10-29
    2.53
    best: 3.05 (GDANCER)
    Controllable Group Choreography using Contrastive DiffusionarXiv:2310.18986
  • Pose TrackingonAIOZ-GDANCE
    TIF· 2023-10-29
    0.167
    best: 0.217 (GDANCER)
    Controllable Group Choreography using Contrastive DiffusionarXiv:2310.18986

Computer Code7 results

  • Motion SynthesisonAIOZ-GDANCE
    FID· 2023-10-29
    31.16
    best: 31.01 (Scalable Group Choreography)
    SOTA
    Controllable Group Choreography using Contrastive DiffusionarXiv:2310.18986
  • Motion SynthesisonAIOZ-GDANCE
    GMC· 2023-10-29
    80.97
    best: 84.52 (Scalable Group Choreography)
    SOTA
    Controllable Group Choreography using Contrastive DiffusionarXiv:2310.18986
  • Motion SynthesisonAIOZ-GDANCE
    GenDiv· 2023-10-29
    10.87
    best: 14.37 (TCDiff)
    SOTA
    Controllable Group Choreography using Contrastive DiffusionarXiv:2310.18986
  • Motion SynthesisonAIOZ-GDANCE
    MMC· 2023-10-29
    0.261
    best: 0.271 (Scalable Group Choreography)
    SOTA
    Controllable Group Choreography using Contrastive DiffusionarXiv:2310.18986
  • Motion SynthesisonAIOZ-GDANCE
    GMR· 2023-10-29
    31.47
    best: 51.27 (GDANCER)
    Controllable Group Choreography using Contrastive DiffusionarXiv:2310.18986
  • Motion SynthesisonAIOZ-GDANCE
    PFC· 2023-10-29
    2.53
    best: 3.05 (GDANCER)
    Controllable Group Choreography using Contrastive DiffusionarXiv:2310.18986
  • Motion SynthesisonAIOZ-GDANCE
    TIF· 2023-10-29
    0.167
    best: 0.217 (GDANCER)
    Controllable Group Choreography using Contrastive DiffusionarXiv:2310.18986