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Models/Hier-VRNN

Hier-VRNN

Reported on 16 benchmarks across 3 tasks · 1 paper

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

Computer Vision8 results

  • VideoonBAIR Robot Pushing
    Cond· 2019-04-27
    2
    best: 4 (MoCoGAN)
    Improved Conditional VRNNs for Video PredictionarXiv:1904.12165
  • VideoonBAIR Robot Pushing
    FVD score· 2019-04-27
    143.4
    best: 503 (MoCoGAN)
    Improved Conditional VRNNs for Video PredictionarXiv:1904.12165
  • VideoonBAIR Robot Pushing
    Pred· 2019-04-27
    28
    Improved Conditional VRNNs for Video PredictionarXiv:1904.12165
  • VideoonBAIR Robot Pushing
    Train· 2019-04-27
    10
    best: 20 (RaMViD)
    Improved Conditional VRNNs for Video PredictionarXiv:1904.12165
  • VideoonCityscapes 128x128
    Cond.· 2019-04-27
    2
    best: 10 (SLAMP)
    Improved Conditional VRNNs for Video PredictionarXiv:1904.12165
  • VideoonCityscapes 128x128
    FVD· 2019-04-27
    567.51
    best: 1300.26 (SVG (from Hier-VRNN))
    Improved Conditional VRNNs for Video PredictionarXiv:1904.12165
  • VideoonCityscapes 128x128
    Pred· 2019-04-27
    28
    Improved Conditional VRNNs for Video PredictionarXiv:1904.12165
  • VideoonCityscapes 128x128
    Train· 2019-04-27
    10
    Improved Conditional VRNNs for Video PredictionarXiv:1904.12165

Time Series4 results

  • Video PredictiononCityscapes 128x128
    Cond.· 2019-04-27
    2
    best: 10 (SLAMP)
    Improved Conditional VRNNs for Video PredictionarXiv:1904.12165
  • Video PredictiononCityscapes 128x128
    FVD· 2019-04-27
    567.51
    best: 1300.26 (SVG (from Hier-VRNN))
    Improved Conditional VRNNs for Video PredictionarXiv:1904.12165
  • Video PredictiononCityscapes 128x128
    Pred· 2019-04-27
    28
    Improved Conditional VRNNs for Video PredictionarXiv:1904.12165
  • Video PredictiononCityscapes 128x128
    Train· 2019-04-27
    10
    Improved Conditional VRNNs for Video PredictionarXiv:1904.12165

Natural Language Processing4 results

  • Video GenerationonBAIR Robot Pushing
    Cond· 2019-04-27
    2
    best: 4 (MoCoGAN)
    Improved Conditional VRNNs for Video PredictionarXiv:1904.12165
  • Video GenerationonBAIR Robot Pushing
    FVD score· 2019-04-27
    143.4
    best: 503 (MoCoGAN)
    Improved Conditional VRNNs for Video PredictionarXiv:1904.12165
  • Video GenerationonBAIR Robot Pushing
    Pred· 2019-04-27
    28
    Improved Conditional VRNNs for Video PredictionarXiv:1904.12165
  • Video GenerationonBAIR Robot Pushing
    Train· 2019-04-27
    10
    best: 20 (RaMViD)
    Improved Conditional VRNNs for Video PredictionarXiv:1904.12165