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Models/Social-Implicit

Social-Implicit

Reported on 9 benchmarks across 1 task · 1 paper · 4 SOTA

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

Time Series9 results

  • Trajectory PredictiononStanford Drone
    AMD· 2022-03-06
    2.83
    SOTA
    Social-Implicit: Rethinking Trajectory Prediction Evaluation and The Effectiveness of Implicit Maximum Likelihood EstimationarXiv:2203.03057
  • Trajectory PredictiononStanford Drone
    AMV· 2022-03-06
    0.077
    SOTA
    Social-Implicit: Rethinking Trajectory Prediction Evaluation and The Effectiveness of Implicit Maximum Likelihood EstimationarXiv:2203.03057
  • Trajectory PredictiononStanford Drone
    Avg AMD/AMV 8/12· 2022-03-06
    1.45
    SOTA
    Social-Implicit: Rethinking Trajectory Prediction Evaluation and The Effectiveness of Implicit Maximum Likelihood EstimationarXiv:2203.03057
  • Trajectory PredictiononUCY
    Avg AMD/AMV 8/12· 2022-03-06
    0.9
    SOTA
    Social-Implicit: Rethinking Trajectory Prediction Evaluation and The Effectiveness of Implicit Maximum Likelihood EstimationarXiv:2203.03057
  • Trajectory PredictiononETH
    Avg AMD/AMV 8/12· 2022-03-06
    0.9
    best: 19.2 (ExpertTraj)
    Social-Implicit: Rethinking Trajectory Prediction Evaluation and The Effectiveness of Implicit Maximum Likelihood EstimationarXiv:2203.03057
  • Trajectory PredictiononETH/UCY
    ADE-8/12· 2022-03-06
    0.33
    best: 0.54 (Sophie)
    Social-Implicit: Rethinking Trajectory Prediction Evaluation and The Effectiveness of Implicit Maximum Likelihood EstimationarXiv:2203.03057
  • Trajectory PredictiononETH/UCY
    FDE-8/12· 2022-03-06
    0.33
    best: 0.84 (Social BiGAT)
    Social-Implicit: Rethinking Trajectory Prediction Evaluation and The Effectiveness of Implicit Maximum Likelihood EstimationarXiv:2203.03057
  • Trajectory PredictiononStanford Drone
    ADE (in world coordinates)· 2022-03-06
    0.47
    best: 0.62 (Social-Ways)
    Social-Implicit: Rethinking Trajectory Prediction Evaluation and The Effectiveness of Implicit Maximum Likelihood EstimationarXiv:2203.03057
  • Trajectory PredictiononStanford Drone
    FDE (in world coordinates)· 2022-03-06
    0.89
    best: 1.16 (Social-Ways)
    Social-Implicit: Rethinking Trajectory Prediction Evaluation and The Effectiveness of Implicit Maximum Likelihood EstimationarXiv:2203.03057