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Models/MAGVIT

MAGVIT

Reported on 13 benchmarks across 4 tasks · 1 paper · 3 SOTA

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

Computer Vision6 results

  • VideoonSomething-Something V2
    FVD· 2022-12-10
    28.5
    SOTA
    MAGVIT: Masked Generative Video TransformerarXiv:2212.05199
  • VideoonKinetics-600 12 frames, 64x64
    FVD· 2022-12-10
    9.9
    best: 224.73 (LVT)
    MAGVIT: Masked Generative Video TransformerarXiv:2212.05199
  • VideoonBAIR Robot Pushing
    Cond· 2022-12-10
    1
    best: 4 (MoCoGAN)
    MAGVIT: Masked Generative Video TransformerarXiv:2212.05199
  • VideoonBAIR Robot Pushing
    FVD score· 2022-12-10
    62
    best: 503 (MoCoGAN)
    MAGVIT: Masked Generative Video TransformerarXiv:2212.05199
  • VideoonBAIR Robot Pushing
    Pred· 2022-12-10
    15
    best: 28 (MCVD : c2t5p28)
    MAGVIT: Masked Generative Video TransformerarXiv:2212.05199
  • VideoonBAIR Robot Pushing
    Train· 2022-12-10
    15
    best: 20 (RaMViD)
    MAGVIT: Masked Generative Video TransformerarXiv:2212.05199

Natural Language Processing6 results

  • Text-to-Video GenerationonSomething-Something V2
    FVD· 2022-12-10
    79.1
    SOTA
    MAGVIT: Masked Generative Video TransformerarXiv:2212.05199
  • Video GenerationonKinetics-600 12 frames, 64x64
    FVD· 2022-12-10
    9.9
    best: 31.1 (DVD-GAN)
    MAGVIT: Masked Generative Video TransformerarXiv:2212.05199
  • Video GenerationonBAIR Robot Pushing
    Cond· 2022-12-10
    1
    best: 4 (MoCoGAN)
    MAGVIT: Masked Generative Video TransformerarXiv:2212.05199
  • Video GenerationonBAIR Robot Pushing
    FVD score· 2022-12-10
    62
    best: 503 (MoCoGAN)
    MAGVIT: Masked Generative Video TransformerarXiv:2212.05199
  • Video GenerationonBAIR Robot Pushing
    Pred· 2022-12-10
    15
    best: 28 (MCVD : c2t5p28)
    MAGVIT: Masked Generative Video TransformerarXiv:2212.05199
  • Video GenerationonBAIR Robot Pushing
    Train· 2022-12-10
    15
    best: 20 (RaMViD)
    MAGVIT: Masked Generative Video TransformerarXiv:2212.05199

Time Series1 result

  • Video PredictiononSomething-Something V2
    FVD· 2022-12-10
    28.5
    SOTA
    MAGVIT: Masked Generative Video TransformerarXiv:2212.05199