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/Video Transformer

Video Transformer

Reported on 10 benchmarks across 3 tasks · 1 paper · 6 SOTA

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

Computer Vision5 results

  • VideoonBAIR Robot Pushing
    Train· 2019-06-06
    15
    best: 20 (RaMViD)
    SOTA
    Scaling Autoregressive Video ModelsarXiv:1906.02634
  • VideoonKinetics-600 12 frames, 64x64
    Cond· 2019-06-06
    5
    SOTA
    Scaling Autoregressive Video ModelsarXiv:1906.02634
  • VideoonKinetics-600 12 frames, 64x64
    Pred· 2019-06-06
    11
    best: 12 (Video VQ-VAE FVD)
    SOTA
    Scaling Autoregressive Video ModelsarXiv:1906.02634
  • VideoonBAIR Robot Pushing
    Cond· 2019-06-06
    1
    best: 4 (MoCoGAN)
    Scaling Autoregressive Video ModelsarXiv:1906.02634
  • VideoonBAIR Robot Pushing
    Pred· 2019-06-06
    15
    best: 28 (MCVD : c2t5p28)
    Scaling Autoregressive Video ModelsarXiv:1906.02634

Natural Language Processing3 results

  • Video GenerationonBAIR Robot Pushing
    Train· 2019-06-06
    15
    best: 20 (RaMViD)
    SOTA
    Scaling Autoregressive Video ModelsarXiv:1906.02634
  • Video GenerationonBAIR Robot Pushing
    Cond· 2019-06-06
    1
    best: 4 (MoCoGAN)
    Scaling Autoregressive Video ModelsarXiv:1906.02634
  • Video GenerationonBAIR Robot Pushing
    Pred· 2019-06-06
    15
    best: 28 (MCVD : c2t5p28)
    Scaling Autoregressive Video ModelsarXiv:1906.02634

Time Series2 results

  • Video PredictiononKinetics-600 12 frames, 64x64
    Cond· 2019-06-06
    5
    SOTA
    Scaling Autoregressive Video ModelsarXiv:1906.02634
  • Video PredictiononKinetics-600 12 frames, 64x64
    Pred· 2019-06-06
    11
    best: 12 (Video VQ-VAE FVD)
    SOTA
    Scaling Autoregressive Video ModelsarXiv:1906.02634