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Models/GRUI

GRUI

Reported on 12 benchmarks across 2 tasks

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

Time Series6 results

  • ImputationonPEMS-SF
    L2 Loss (10^-4)
    15.24
    best: 3.54 (NAOMI)
  • ImputationonBasketball Players Movement
    OOB Rate (10^−3)
    4.703
  • ImputationonBasketball Players Movement
    Path Difference
    0.69
    best: 0.571 (BRITS (SingleRes))
  • ImputationonBasketball Players Movement
    Path Length
    1.141
  • ImputationonBasketball Players Movement
    Player Distance
    0.398
    best: 0.427 (MaskGAN)
  • ImputationonBasketball Players Movement
    Step Change (10^−3)
    14.95

Methodology6 results

  • Feature EngineeringonPEMS-SF
    L2 Loss (10^-4)
    15.24
    best: 3.54 (NAOMI)
  • Feature EngineeringonBasketball Players Movement
    OOB Rate (10^−3)
    4.703
  • Feature EngineeringonBasketball Players Movement
    Path Difference
    0.69
    best: 0.571 (BRITS (SingleRes))
  • Feature EngineeringonBasketball Players Movement
    Path Length
    1.141
  • Feature EngineeringonBasketball Players Movement
    Player Distance
    0.398
    best: 0.427 (MaskGAN)
  • Feature EngineeringonBasketball Players Movement
    Step Change (10^−3)
    14.95