Global Temperature Prediction on WeatherBench 12 → 12 frames (test)
0.7475MAESimVPv2
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SimVPv2Frame Configuration=12 → 122022.11 | 0.7475 | 1.0785 | |
| SimVPFrame Configuration=12 → 122022.11 | 0.7882 | 1.1483 | |
| PredRNN++Frame Configuration=12 → 122022.11 | 0.8054 | 1.1776 | |
| PredRNNFrame Configuration=12 → 122022.11 | 0.8268 | 1.2119 | |
| ConvLSTMFrame Configuration=12 → 122022.11 | 1.0529 | 1.4606 | |
| CLCRNFrame Configuration=12 → 122022.11 | 1.1688 | 1.8825 | |
| MSTCNFrame Configuration=12 → 122022.11 | 1.2199 | 1.9203 | |
| AGCRNFrame Configuration=12 → 122022.11 | 1.2551 | 1.9314 | |
| DCRNNFrame Configuration=12 → 122022.11 | 1.3232 | 2.1874 | |
| GCGRUFrame Configuration=12 → 122022.11 | 1.3256 | 2.1721 | |
| CLCSTNFrame Configuration=12 → 122022.11 | 1.3325 | 2.1239 | |
| ASTGCNFrame Configuration=12 → 122022.11 | 1.4896 | 2.4622 | |
| CopyingFrame Configuration=12 → 122022.11 | 1.6906 | 2.4838 | |
| TGCNFrame Configuration=12 → 122022.11 | 3.8638 | 5.8554 | |
| STGCNFrame Configuration=12 → 122022.11 | 4.3525 | 6.86 |