Weather Forecasting on SEVIR
Metric: mCSI (higher is better)
Metric: mCSI (higher is better)
| # | Model↕ | mCSI▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | IAM4VP | 0.4607 | No | Implicit Stacked Autoregressive Model for Video ... | 2023-03-14 | Code |
| 2 | Earthformer | 0.4419 | No | Earthformer: Exploring Space-Time Transformers f... | 2022-07-12 | Code |
| 3 | ConvLSTM | 0.4185 | No | Earthformer: Exploring Space-Time Transformers f... | 2022-07-12 | Code |
| 4 | PredRNN | 0.408 | No | PredRNN: A Recurrent Neural Network for Spatiote... | 2021-03-17 | Code |
| 5 | E3D-LSTM | 0.4038 | No | - | - | Code |
| 6 | PhyDNet | 0.394 | No | Disentangling Physical Dynamics from Unknown Fac... | 2020-03-03 | Code |
| 7 | Rainformer | 0.3661 | No | - | - | - |
| 8 | UNet | 0.3593 | No | - | - | Code |