Metric: MSE (lower is better)
| # | Model↕ | MSE▲ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | IAM4VP | 126 | No | Implicit Stacked Autoregressive Model for Video ... | 2023-03-14 | Code |
| 2 | FFINet | 233 | No | Fast Fourier Inception Networks for Occluded Vid... | 2023-06-17 | Code |
| 3 | SimVP | 316 | No | SimVP: Simpler yet Better Video Prediction | 2022-06-09 | Code |
| 4 | SwinLSTM | 332 | No | - | - | Code |
| 5 | PhyDNet | 369 | No | Disentangling Physical Dynamics from Unknown Fac... | 2020-03-03 | Code |
| 6 | MIM | 429.9 | No | Memory In Memory: A Predictive Neural Network fo... | 2018-11-19 | Code |
| 7 | E3D-LSTM | 464 | No | - | - | Code |
| 8 | PredRNN | 484.1 | No | - | - | - |
| 9 | FRNN | 497.7 | No | Folded Recurrent Neural Networks for Future Vide... | 2017-12-01 | Code |