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Models/TNT

TNT

Reported on 10 benchmarks across 3 tasks · 2 papers · 2 SOTA

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

Time Series6 results

  • Trajectory PredictiononStanford Drone
    ADE (8/12) @K=5· 2020-08-19
    12.23
    best: 31.19 (Social LSTM)
    TNT: Target-driveN Trajectory PredictionarXiv:2008.08294
  • Trajectory PredictiononStanford Drone
    FDE(8/12) @K=5· 2020-08-19
    21.16
    best: 56.97 (Social LSTM)
    TNT: Target-driveN Trajectory PredictionarXiv:2008.08294
  • Trajectory PredictiononINTERACTION Dataset - Validation
    minADE6· 2020-08-19
    0.21
    best: 0.32 (DESIRE)
    TNT: Target-driveN Trajectory PredictionarXiv:2008.08294
  • Trajectory PredictiononINTERACTION Dataset - Validation
    minFDE6· 2020-08-19
    0.67
    best: 0.88 (DESIRE)
    TNT: Target-driveN Trajectory PredictionarXiv:2008.08294
  • Trajectory PredictiononPAID
    minADE3· 2020-08-19
    0.18
    best: 0.29 (DESIRE)
    TNT: Target-driveN Trajectory PredictionarXiv:2008.08294
  • Trajectory PredictiononPAID
    minFDE3· 2020-08-19
    0.32
    best: 0.59 (DESIRE)
    TNT: Target-driveN Trajectory PredictionarXiv:2008.08294

Computer Vision4 results

  • Multi-Object TrackingonMOT17
    MOTA· 2018-11-18
    51.9
    best: 81.8 (TrackTrack)
    SOTA
    Exploit the Connectivity: Multi-Object Tracking with TrackletNetarXiv:1811.07258
  • Object TrackingonMOT17
    MOTA· 2018-11-18
    51.9
    best: 81.8 (TrackTrack)
    SOTA
    Exploit the Connectivity: Multi-Object Tracking with TrackletNetarXiv:1811.07258
  • Multi-Object TrackingonMOT16
    MOTA· 2018-11-18
    49.2
    best: 77.7 (PPTracking)
    Exploit the Connectivity: Multi-Object Tracking with TrackletNetarXiv:1811.07258
  • Object TrackingonMOT16
    MOTA· 2018-11-18
    49.2
    best: 77.7 (PPTracking)
    Exploit the Connectivity: Multi-Object Tracking with TrackletNetarXiv:1811.07258