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Models/GMG

GMG

Reported on 8 benchmarks across 2 tasks · 1 paper

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

Computer Vision4 results

  • VideoonMoving MNIST
    MAE· 2025-03-14
    60.7413
    best: 41.96 (PredFormer)
    GMG: A Video Prediction Method Based on Global Focus and Motion GuidedarXiv:2503.11297
  • VideoonMoving MNIST
    MSE· 2025-03-14
    19.0741
    best: 11.62 (PredFormer)
    GMG: A Video Prediction Method Based on Global Focus and Motion GuidedarXiv:2503.11297
  • VideoonMoving MNIST
    PSNR· 2025-03-14
    24.4606
    best: 39.89 (PredFormer)
    GMG: A Video Prediction Method Based on Global Focus and Motion GuidedarXiv:2503.11297
  • VideoonMoving MNIST
    SSIM· 2025-03-14
    0.9586
    best: 0.975 (MSPred)
    GMG: A Video Prediction Method Based on Global Focus and Motion GuidedarXiv:2503.11297

Time Series4 results

  • Video PredictiononMoving MNIST
    MAE· 2025-03-14
    60.7413
    best: 41.96 (PredFormer)
    GMG: A Video Prediction Method Based on Global Focus and Motion GuidedarXiv:2503.11297
  • Video PredictiononMoving MNIST
    MSE· 2025-03-14
    19.0741
    best: 11.62 (PredFormer)
    GMG: A Video Prediction Method Based on Global Focus and Motion GuidedarXiv:2503.11297
  • Video PredictiononMoving MNIST
    PSNR· 2025-03-14
    24.4606
    best: 39.89 (PredFormer)
    GMG: A Video Prediction Method Based on Global Focus and Motion GuidedarXiv:2503.11297
  • Video PredictiononMoving MNIST
    SSIM· 2025-03-14
    0.9586
    best: 0.975 (MSPred)
    GMG: A Video Prediction Method Based on Global Focus and Motion GuidedarXiv:2503.11297