Metric: MSE (lower is better)
| # | Model↕ | MSE▲ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | IAM4VP | 2.9371 | No | Implicit Stacked Autoregressive Model for Video ... | 2023-03-14 | Code |
| 2 | Earthformer | 3.6957 | No | Earthformer: Exploring Space-Time Transformers f... | 2022-07-12 | Code |
| 3 | ConvLSTM | 3.7532 | No | Earthformer: Exploring Space-Time Transformers f... | 2022-07-12 | Code |
| 4 | PredRNN | 3.9014 | No | PredRNN: A Recurrent Neural Network for Spatiote... | 2021-03-17 | Code |
| 5 | Rainformer | 4.0272 | No | - | - | - |
| 6 | UNet | 4.1119 | No | - | - | Code |
| 7 | E3D-LSTM | 4.1702 | No | - | - | Code |
| 8 | PhyDNet | 4.8165 | No | Disentangling Physical Dynamics from Unknown Fac... | 2020-03-03 | Code |