Metric: SSIM (higher is better)
| # | Model↕ | SSIM▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | IAM4VP | 0.942 | No | Implicit Stacked Autoregressive Model for Video ... | 2023-03-14 | Code |
| 2 | SwinLSTM | 0.913 | No | - | - | Code |
| 3 | FFINet | 0.912 | No | Fast Fourier Inception Networks for Occluded Vid... | 2023-06-17 | Code |
| 4 | SimVP | 0.904 | No | SimVP: Simpler yet Better Video Prediction | 2022-06-09 | Code |
| 5 | PhyDNet | 0.901 | No | Disentangling Physical Dynamics from Unknown Fac... | 2020-03-03 | Code |
| 6 | E3D-LSTM | 0.869 | No | - | - | Code |
| 7 | MIM | 0.79 | No | Memory In Memory: A Predictive Neural Network fo... | 2018-11-19 | Code |
| 8 | PredRNN | 0.781 | No | - | - | - |
| 9 | FRNN | 0.771 | No | Folded Recurrent Neural Networks for Future Vide... | 2017-12-01 | Code |