Video Prediction On Synpickvp
评估指标
LPIPS
MSE
PSNR
SSIM
评测结果
各个模型在此基准测试上的表现结果
模型名称 | LPIPS | MSE | PSNR | SSIM | Paper Title | Repository |
|---|---|---|---|---|---|---|
| PredRNN++ | 0.053 | 51.73 | 27.50 | 0.894 | PredRNN++: Towards A Resolution of the Deep-in-Time Dilemma in Spatiotemporal Predictive Learning | |
| PhyDNet | 0.053 | 57.31 | 26.84 | 0.877 | Disentangling Physical Dynamics from Unknown Factors for Unsupervised Video Prediction | |
| MSPred | 0.033 | 53.09 | 27.89 | 0.881 | MSPred: Video Prediction at Multiple Spatio-Temporal Scales with Hierarchical Recurrent Networks | |
| SVG-LP | 0.066 | 51.82 | 27..38 | 0.886 | Stochastic Video Generation with a Learned Prior | |
| SVG-Det | 0.068 | 60.60 | 26.92 | 0.879 | Stochastic Video Generation with a Learned Prior |
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