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Models/ForGAN

ForGAN

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

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

Time Series12 results

  • Time Series ForecastingonLorenz dataset
    CRPS· 2019-03-29
    1.511
    SOTA
    Probabilistic Forecasting of Sensory Data with Generative Adversarial Networks - ForGANarXiv:1903.12549
  • Time Series ForecastingonLorenz dataset
    KLD· 2019-03-29
    0.0167
    SOTA
    Probabilistic Forecasting of Sensory Data with Generative Adversarial Networks - ForGANarXiv:1903.12549
  • Time Series ForecastingonInternet Traffic dataset (A5M)
    CRPS· 2019-03-29
    68400000
    SOTA
    Probabilistic Forecasting of Sensory Data with Generative Adversarial Networks - ForGANarXiv:1903.12549
  • Time Series ForecastingonInternet Traffic dataset (A5M)
    KLD· 2019-03-29
    2.84e-11
    SOTA
    Probabilistic Forecasting of Sensory Data with Generative Adversarial Networks - ForGANarXiv:1903.12549
  • Time Series ForecastingonMackey-Glass dataset
    CRPS· 2019-03-29
    0.000191
    SOTA
    Probabilistic Forecasting of Sensory Data with Generative Adversarial Networks - ForGANarXiv:1903.12549
  • Time Series ForecastingonMackey-Glass dataset
    KLD· 2019-03-29
    0.00318
    SOTA
    Probabilistic Forecasting of Sensory Data with Generative Adversarial Networks - ForGANarXiv:1903.12549
  • Time Series AnalysisonLorenz dataset
    CRPS· 2019-03-29
    1.511
    SOTA
    Probabilistic Forecasting of Sensory Data with Generative Adversarial Networks - ForGANarXiv:1903.12549
  • Time Series AnalysisonLorenz dataset
    KLD· 2019-03-29
    0.0167
    SOTA
    Probabilistic Forecasting of Sensory Data with Generative Adversarial Networks - ForGANarXiv:1903.12549
  • Time Series AnalysisonInternet Traffic dataset (A5M)
    CRPS· 2019-03-29
    68400000
    SOTA
    Probabilistic Forecasting of Sensory Data with Generative Adversarial Networks - ForGANarXiv:1903.12549
  • Time Series AnalysisonInternet Traffic dataset (A5M)
    KLD· 2019-03-29
    2.84e-11
    SOTA
    Probabilistic Forecasting of Sensory Data with Generative Adversarial Networks - ForGANarXiv:1903.12549
  • Time Series AnalysisonMackey-Glass dataset
    CRPS· 2019-03-29
    0.000191
    SOTA
    Probabilistic Forecasting of Sensory Data with Generative Adversarial Networks - ForGANarXiv:1903.12549
  • Time Series AnalysisonMackey-Glass dataset
    KLD· 2019-03-29
    0.00318
    SOTA
    Probabilistic Forecasting of Sensory Data with Generative Adversarial Networks - ForGANarXiv:1903.12549