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Models/Forecast LSTM

Forecast LSTM

Reported on 15 benchmarks across 3 tasks

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

Computer Vision5 results

  • Pose EstimationonHuman3.6M
    APD
    3070
    best: 19466 (TCD)
  • Pose EstimationonHuman3.6M
    Average MPJPE (mm) @ 1000 ms
    149.2
  • Pose EstimationonHuman3.6M
    Average MPJPE (mm) @ 400ms
    80.8
  • Pose EstimationonHuman3.6M
    Average NDMS at 4s
    0.465
  • Pose EstimationonHuman3.6M
    MAR, walking, 400ms
    0.91
    best: 1.78 (ERD)

Methodology5 results

  • 3DonHuman3.6M
    APD
    3070
    best: 19466 (TCD)
  • 3DonHuman3.6M
    Average MPJPE (mm) @ 1000 ms
    149.2
  • 3DonHuman3.6M
    Average MPJPE (mm) @ 400ms
    80.8
  • 3DonHuman3.6M
    Average NDMS at 4s
    0.465
  • 3DonHuman3.6M
    MAR, walking, 400ms
    0.91
    best: 1.78 (ERD)

Audio5 results

  • 1 Image, 2*2 StitchionHuman3.6M
    APD
    3070
    best: 19466 (TCD)
  • 1 Image, 2*2 StitchionHuman3.6M
    Average MPJPE (mm) @ 1000 ms
    149.2
  • 1 Image, 2*2 StitchionHuman3.6M
    Average MPJPE (mm) @ 400ms
    80.8
  • 1 Image, 2*2 StitchionHuman3.6M
    Average NDMS at 4s
    0.465
  • 1 Image, 2*2 StitchionHuman3.6M
    MAR, walking, 400ms
    0.91
    best: 1.78 (ERD)