TasksSotADatasetsPapersMethodsSubmitAbout
Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable BenchmarksAll SotADatasetsPapersMethods

Community

Submit ResultsAbout

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/SwinLSTM

SwinLSTM

Reported on 10 benchmarks across 2 tasks

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

Computer Vision5 results

  • VideoonMoving MNIST
    MSE
    17.7
    best: 11.62 (PredFormer)
  • VideoonMoving MNIST
    SSIM
    0.962
    best: 0.975 (MSPred)
  • VideoonHuman3.6M
    MAE
    1190
    best: 1120 (IAM4VP)
  • VideoonHuman3.6M
    MSE
    332
    best: 126 (IAM4VP)
  • VideoonHuman3.6M
    SSIM
    0.913
    best: 0.942 (IAM4VP)

Time Series5 results

  • Video PredictiononMoving MNIST
    MSE
    17.7
    best: 11.62 (PredFormer)
  • Video PredictiononMoving MNIST
    SSIM
    0.962
    best: 0.975 (MSPred)
  • Video PredictiononHuman3.6M
    MAE
    1190
    best: 1120 (IAM4VP)
  • Video PredictiononHuman3.6M
    MSE
    332
    best: 126 (IAM4VP)
  • Video PredictiononHuman3.6M
    SSIM
    0.913
    best: 0.942 (IAM4VP)