Disentangling Physical Dynamics from Unknown Factors for Unsupervised Video Prediction

Benchmark Model Rank Results
video-prediction-on-human36mPhyDNet#5SSIM: 0.901MSE: 369MAE: 1620
video-prediction-on-moving-mnistPhyDNet#19MSE: 24.4MAE: 70.3SSIM: 0.947
video-prediction-on-synpickvpPhyDNet#3LPIPS: 0.053MSE: 57.31PSNR: 26.84SSIM: 0.877
weather-forecasting-on-sevirPhyDNet#7MSE: 4.8165mCSI: 0.3940