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Models/Inception Time

Inception Time

Reported on 16 benchmarks across 8 tasks

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

Computer Vision6 results

  • Face ReconstructiononPhysioNet Challenge 2021
    Mean Squared Error
    111
  • Face ReconstructiononPhysioNet Challenge 2021
    Mean absolute error
    8.3
  • 3D Face ReconstructiononPhysioNet Challenge 2021
    Mean Squared Error
    111
  • 3D Face ReconstructiononPhysioNet Challenge 2021
    Mean absolute error
    8.3
  • Age EstimationonPhysioNet Challenge 2021
    Mean Squared Error
    111
  • Age EstimationonPhysioNet Challenge 2021
    Mean absolute error
    8.3

Time Series4 results

  • Phonocardiogram ClassificationonCirCor DigiScope
    Weighted Accuracy
    0.593
    best: 0.832 (M2D)
  • Phonocardiogram ClassificationonCirCor DigiScope
    Weighted accuracy (validation)
    0.522
    best: 0.768 (DBResNet)
  • Predict clinical outcomeonCirCor DigiScope
    Clinical cost score
    12419
  • Predict clinical outcomeonCirCor DigiScope
    Clinical cost score (validation data)
    8720

Music2 results

  • Facial Recognition and ModellingonPhysioNet Challenge 2021
    Mean Squared Error
    111
  • Facial Recognition and ModellingonPhysioNet Challenge 2021
    Mean absolute error
    8.3

Methodology2 results

  • 3DonPhysioNet Challenge 2021
    Mean Squared Error
    111
  • 3DonPhysioNet Challenge 2021
    Mean absolute error
    8.3

Medical2 results

  • 3D Face ModellingonPhysioNet Challenge 2021
    Mean Squared Error
    111
  • 3D Face ModellingonPhysioNet Challenge 2021
    Mean absolute error
    8.3