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Models/SimVP+gSTA-Sx10

SimVP+gSTA-Sx10

Reported on 6 benchmarks across 2 tasks · 1 paper · 4 SOTA

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

Computer Vision3 results

  • VideoonMoving MNIST
    MAE· 2022-11-22
    49.8
    best: 41.96 (PredFormer)
    SOTA
    SimVPv2: Towards Simple yet Powerful Spatiotemporal Predictive LearningarXiv:2211.12509
  • VideoonMoving MNIST
    MSE· 2022-11-22
    15.05
    best: 11.62 (PredFormer)
    SOTA
    SimVPv2: Towards Simple yet Powerful Spatiotemporal Predictive LearningarXiv:2211.12509
  • VideoonMoving MNIST
    SSIM· 2022-11-22
    0.967
    best: 0.975 (MSPred)
    SimVPv2: Towards Simple yet Powerful Spatiotemporal Predictive LearningarXiv:2211.12509

Time Series3 results

  • Video PredictiononMoving MNIST
    MAE· 2022-11-22
    49.8
    best: 41.96 (PredFormer)
    SOTA
    SimVPv2: Towards Simple yet Powerful Spatiotemporal Predictive LearningarXiv:2211.12509
  • Video PredictiononMoving MNIST
    MSE· 2022-11-22
    15.05
    best: 11.62 (PredFormer)
    SOTA
    SimVPv2: Towards Simple yet Powerful Spatiotemporal Predictive LearningarXiv:2211.12509
  • Video PredictiononMoving MNIST
    SSIM· 2022-11-22
    0.967
    best: 0.975 (MSPred)
    SimVPv2: Towards Simple yet Powerful Spatiotemporal Predictive LearningarXiv:2211.12509