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Models/Bayesian-LSTM

Bayesian-LSTM

Reported on 10 benchmarks across 1 task · 1 paper · 10 SOTA

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

Time Series10 results

  • Trajectory PredictiononJAAD
    CF_MSE(1.5)· 2017-11-24
    5615
    best: 4076 (SGNet)
    SOTA
    Long-Term On-Board Prediction of People in Traffic Scenes under UncertaintyarXiv:1711.09026
  • Trajectory PredictiononJAAD
    C_MSE(1.5)· 2017-11-24
    1447
    best: 996 (SGNet)
    SOTA
    Long-Term On-Board Prediction of People in Traffic Scenes under UncertaintyarXiv:1711.09026
  • Trajectory PredictiononJAAD
    MSE(0.5)· 2017-11-24
    159
    best: 82 (SGNet)
    SOTA
    Long-Term On-Board Prediction of People in Traffic Scenes under UncertaintyarXiv:1711.09026
  • Trajectory PredictiononJAAD
    MSE(1.0)· 2017-11-24
    539
    best: 328 (SGNet)
    SOTA
    Long-Term On-Board Prediction of People in Traffic Scenes under UncertaintyarXiv:1711.09026
  • Trajectory PredictiononJAAD
    MSE(1.5)· 2017-11-24
    1535
    best: 1049 (SGNet)
    SOTA
    Long-Term On-Board Prediction of People in Traffic Scenes under UncertaintyarXiv:1711.09026
  • Trajectory PredictiononPIE
    CF_MSE(1.5)· 2017-11-24
    5615
    best: 1761 (SGNet)
    SOTA
    Long-Term On-Board Prediction of People in Traffic Scenes under UncertaintyarXiv:1711.09026
  • Trajectory PredictiononPIE
    C_MSE(1.5)· 2017-11-24
    1447
    best: 413 (SGNet)
    SOTA
    Long-Term On-Board Prediction of People in Traffic Scenes under UncertaintyarXiv:1711.09026
  • Trajectory PredictiononPIE
    MSE(0.5)· 2017-11-24
    159
    best: 34 (SGNet)
    SOTA
    Long-Term On-Board Prediction of People in Traffic Scenes under UncertaintyarXiv:1711.09026
  • Trajectory PredictiononPIE
    MSE(1.0)· 2017-11-24
    539
    best: 133 (SGNet)
    SOTA
    Long-Term On-Board Prediction of People in Traffic Scenes under UncertaintyarXiv:1711.09026
  • Trajectory PredictiononPIE
    MSE(1.5)· 2017-11-24
    1535
    best: 442 (SGNet)
    SOTA
    Long-Term On-Board Prediction of People in Traffic Scenes under UncertaintyarXiv:1711.09026