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Models/FFINet

FFINet

Reported on 30 benchmarks across 5 tasks · 1 paper

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

Robots16 results

  • Autonomous VehiclesonArgoverse CVPR 2020
    DAC (K=6)
    0.9875
    best: 0.9931 (lt_cont_k6)
  • Autonomous VehiclesonArgoverse CVPR 2020
    MR (K=1)
    0.5431
    best: 1 (jwlhs104)
  • Autonomous VehiclesonArgoverse CVPR 2020
    MR (K=6)
    0.1124
    best: 0.9893 (WST)
  • Autonomous VehiclesonArgoverse CVPR 2020
    brier-minFDE (K=6)
    1.7286
    best: 26.4057 (WST)
  • Autonomous VehiclesonArgoverse CVPR 2020
    minADE (K=1)
    1.5327
    best: 10634487.5868 (ewta)
  • Autonomous VehiclesonArgoverse CVPR 2020
    minADE (K=6)
    0.7606
    best: 155985.7998 (ewta)
  • Autonomous VehiclesonArgoverse CVPR 2020
    minFDE (K=1)
    3.3611
    best: 57.7046 (jwlhs104)
  • Autonomous VehiclesonArgoverse CVPR 2020
    minFDE (K=6)
    1.1213
    best: 25.7113 (WST)
  • Autonomous DrivingonArgoverse CVPR 2020
    DAC (K=6)
    0.9875
    best: 0.9931 (lt_cont_k6)
  • Autonomous DrivingonArgoverse CVPR 2020
    MR (K=1)
    0.5431
    best: 1 (jwlhs104)
  • Autonomous DrivingonArgoverse CVPR 2020
    MR (K=6)
    0.1124
    best: 0.9893 (WST)
  • Autonomous DrivingonArgoverse CVPR 2020
    brier-minFDE (K=6)
    1.7286
    best: 26.4057 (WST)
  • Autonomous DrivingonArgoverse CVPR 2020
    minADE (K=1)
    1.5327
    best: 10634487.5868 (ewta)
  • Autonomous DrivingonArgoverse CVPR 2020
    minADE (K=6)
    0.7606
    best: 155985.7998 (ewta)
  • Autonomous DrivingonArgoverse CVPR 2020
    minFDE (K=1)
    3.3611
    best: 57.7046 (jwlhs104)
  • Autonomous DrivingonArgoverse CVPR 2020
    minFDE (K=6)
    1.1213
    best: 25.7113 (WST)

Computer Vision11 results

  • VideoonHuman3.6M
    MAE· 2023-06-17
    1190
    best: 1120 (IAM4VP)
    Fast Fourier Inception Networks for Occluded Video PredictionarXiv:2306.10346
  • VideoonHuman3.6M
    MSE· 2023-06-17
    233
    best: 126 (IAM4VP)
    Fast Fourier Inception Networks for Occluded Video PredictionarXiv:2306.10346
  • VideoonHuman3.6M
    SSIM· 2023-06-17
    0.912
    best: 0.942 (IAM4VP)
    Fast Fourier Inception Networks for Occluded Video PredictionarXiv:2306.10346
  • Motion ForecastingonArgoverse CVPR 2020
    DAC (K=6)
    0.9875
    best: 0.9931 (lt_cont_k6)
  • Motion ForecastingonArgoverse CVPR 2020
    MR (K=1)
    0.5431
    best: 1 (jwlhs104)
  • Motion ForecastingonArgoverse CVPR 2020
    MR (K=6)
    0.1124
    best: 0.9893 (WST)
  • Motion ForecastingonArgoverse CVPR 2020
    brier-minFDE (K=6)
    1.7286
    best: 26.4057 (WST)
  • Motion ForecastingonArgoverse CVPR 2020
    minADE (K=1)
    1.5327
    best: 10634487.5868 (ewta)
  • Motion ForecastingonArgoverse CVPR 2020
    minADE (K=6)
    0.7606
    best: 155985.7998 (ewta)
  • Motion ForecastingonArgoverse CVPR 2020
    minFDE (K=1)
    3.3611
    best: 57.7046 (jwlhs104)
  • Motion ForecastingonArgoverse CVPR 2020
    minFDE (K=6)
    1.1213
    best: 25.7113 (WST)

Time Series3 results

  • Video PredictiononHuman3.6M
    MAE· 2023-06-17
    1190
    best: 1120 (IAM4VP)
    Fast Fourier Inception Networks for Occluded Video PredictionarXiv:2306.10346
  • Video PredictiononHuman3.6M
    MSE· 2023-06-17
    233
    best: 126 (IAM4VP)
    Fast Fourier Inception Networks for Occluded Video PredictionarXiv:2306.10346
  • Video PredictiononHuman3.6M
    SSIM· 2023-06-17
    0.912
    best: 0.942 (IAM4VP)
    Fast Fourier Inception Networks for Occluded Video PredictionarXiv:2306.10346