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Models/MoCoGAN

MoCoGAN

Reported on 12 benchmarks across 2 tasks · 1 paper · 8 SOTA

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

Computer Vision6 results

  • VideoonUCF-101 16 frames, Unconditional, Single GPU
    Inception Score· 2017-07-17
    12.42
    best: 22.91 (TGAN-F)
    SOTA
    MoCoGAN: Decomposing Motion and Content for Video GenerationarXiv:1707.04993
  • VideoonBAIR Robot Pushing
    Cond· 2017-07-17
    4
    SOTA
    MoCoGAN: Decomposing Motion and Content for Video GenerationarXiv:1707.04993
  • VideoonBAIR Robot Pushing
    FVD score· 2017-07-17
    503
    SOTA
    MoCoGAN: Decomposing Motion and Content for Video GenerationarXiv:1707.04993
  • VideoonUCF-101 16 frames, 64x64, Unconditional
    Inception Score· 2017-07-17
    12.42
    best: 57 (Video Diffusion Model)
    SOTA
    MoCoGAN: Decomposing Motion and Content for Video GenerationarXiv:1707.04993
  • VideoonBAIR Robot Pushing
    Pred· 2017-07-17
    12
    best: 28 (MCVD : c2t5p28)
    MoCoGAN: Decomposing Motion and Content for Video GenerationarXiv:1707.04993
  • VideoonBAIR Robot Pushing
    Train· 2017-07-17
    12
    best: 20 (RaMViD)
    MoCoGAN: Decomposing Motion and Content for Video GenerationarXiv:1707.04993

Natural Language Processing6 results

  • Video GenerationonUCF-101 16 frames, Unconditional, Single GPU
    Inception Score· 2017-07-17
    12.42
    best: 22.91 (TGAN-F)
    SOTA
    MoCoGAN: Decomposing Motion and Content for Video GenerationarXiv:1707.04993
  • Video GenerationonBAIR Robot Pushing
    Cond· 2017-07-17
    4
    SOTA
    MoCoGAN: Decomposing Motion and Content for Video GenerationarXiv:1707.04993
  • Video GenerationonBAIR Robot Pushing
    FVD score· 2017-07-17
    503
    SOTA
    MoCoGAN: Decomposing Motion and Content for Video GenerationarXiv:1707.04993
  • Video GenerationonUCF-101 16 frames, 64x64, Unconditional
    Inception Score· 2017-07-17
    12.42
    best: 57 (Video Diffusion Model)
    SOTA
    MoCoGAN: Decomposing Motion and Content for Video GenerationarXiv:1707.04993
  • Video GenerationonBAIR Robot Pushing
    Pred· 2017-07-17
    12
    best: 28 (MCVD : c2t5p28)
    MoCoGAN: Decomposing Motion and Content for Video GenerationarXiv:1707.04993
  • Video GenerationonBAIR Robot Pushing
    Train· 2017-07-17
    12
    best: 20 (RaMViD)
    MoCoGAN: Decomposing Motion and Content for Video GenerationarXiv:1707.04993