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Models/DESIRE

DESIRE

Reported on 8 benchmarks across 1 task · 1 paper · 8 SOTA

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

Time Series8 results

  • Trajectory PredictiononStanford Drone
    ADE (8/12) @K=5· 2017-04-14
    19.25
    best: 31.19 (Social LSTM)
    SOTA
    DESIRE: Distant Future Prediction in Dynamic Scenes with Interacting AgentsarXiv:1704.04394
  • Trajectory PredictiononStanford Drone
    ADE-8/12 @K = 20· 2017-04-14
    19.25
    best: 27.23 (Social GAN)
    SOTA
    DESIRE: Distant Future Prediction in Dynamic Scenes with Interacting AgentsarXiv:1704.04394
  • Trajectory PredictiononStanford Drone
    FDE(8/12) @K=5· 2017-04-14
    34.05
    best: 56.97 (Social LSTM)
    SOTA
    DESIRE: Distant Future Prediction in Dynamic Scenes with Interacting AgentsarXiv:1704.04394
  • Trajectory PredictiononStanford Drone
    FDE-8/12 @K= 20· 2017-04-14
    34.05
    best: 41.44 (Social GAN)
    SOTA
    DESIRE: Distant Future Prediction in Dynamic Scenes with Interacting AgentsarXiv:1704.04394
  • Trajectory PredictiononINTERACTION Dataset - Validation
    minADE6· 2017-04-14
    0.32
    SOTA
    DESIRE: Distant Future Prediction in Dynamic Scenes with Interacting AgentsarXiv:1704.04394
  • Trajectory PredictiononINTERACTION Dataset - Validation
    minFDE6· 2017-04-14
    0.88
    SOTA
    DESIRE: Distant Future Prediction in Dynamic Scenes with Interacting AgentsarXiv:1704.04394
  • Trajectory PredictiononPAID
    minADE3· 2017-04-14
    0.29
    SOTA
    DESIRE: Distant Future Prediction in Dynamic Scenes with Interacting AgentsarXiv:1704.04394
  • Trajectory PredictiononPAID
    minFDE3· 2017-04-14
    0.59
    SOTA
    DESIRE: Distant Future Prediction in Dynamic Scenes with Interacting AgentsarXiv:1704.04394