Precipitation Nowcasting on WeatherBench (test)
41.43IoUMeTok
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MeTokPrediction time (hours)=0∼12026.03 | 41.43 | 21.59 | |
| MeTokPrediction time (hours)=1∼22026.03 | 39.4 | 20.54 | |
| MeTokPrediction time (hours)=2∼32026.03 | 37.91 | 19.66 | |
| MeTokPrediction time (hours)=3∼42026.03 | 36.75 | 18.89 | |
| SimVPPrediction time (hours)=0∼12026.03 | 36.48 | 18.7 | |
| SimVPPrediction time (hours)=1∼22026.03 | 36.37 | 18.62 | |
| TAUPrediction time (hours)=0∼12026.03 | 36.28 | 18.12 | |
| SimVP+gSTAPrediction time (hours)=0∼12026.03 | 36.23 | 18.5 | |
| SimVP+gSTAPrediction time (hours)=1∼22026.03 | 36.02 | 18.36 | |
| TAUPrediction time (hours)=1∼22026.03 | 36.01 | 18.05 | |
| SimVPPrediction time (hours)=2∼32026.03 | 35.85 | 18.25 | |
| MeTokPrediction time (hours)=4∼52026.03 | 35.48 | 18.04 | |
| SimVP+gSTAPrediction time (hours)=2∼32026.03 | 35.44 | 18.04 | |
| TAUPrediction time (hours)=2∼32026.03 | 35.41 | 17.37 | |
| SimVPPrediction time (hours)=3∼42026.03 | 35.16 | 17.87 | |
| SimVP+gSTAPrediction time (hours)=3∼42026.03 | 34.79 | 17.62 | |
| TAUPrediction time (hours)=3∼42026.03 | 34.75 | 17.12 | |
| SimVPPrediction time (hours)=4∼52026.03 | 34.52 | 17.34 | |
| MeTokPrediction time (hours)=5∼62026.03 | 34.41 | 17.3 | |
| SimVP+gSTAPrediction time (hours)=4∼52026.03 | 34.07 | 17.11 | |
| TAUPrediction time (hours)=4∼52026.03 | 33.99 | 17.02 | |
| SimVPPrediction time (hours)=5∼62026.03 | 33.89 | 16.82 | |
| TAUPrediction time (hours)=5∼62026.03 | 33.23 | 16.2 | |
| SimVP+gSTAPrediction time (hours)=5∼62026.03 | 33.2 | 16.64 | |
| SCCNPrediction time (hours)=1∼22026.03 | 31.27 | 15.87 | |
| SCCNPrediction time (hours)=2∼32026.03 | 31.17 | 15.77 | |
| SCCNPrediction time (hours)=3∼42026.03 | 30.76 | 15.73 | |
| SCCNPrediction time (hours)=0∼12026.03 | 30.57 | 15.78 | |
| SCCNPrediction time (hours)=4∼52026.03 | 30.51 | 15.08 | |
| SCCNPrediction time (hours)=5∼62026.03 | 29.57 | 13.82 | |
| ConvLSTMPrediction time (hours)=0∼12026.03 | 29.56 | 15.58 | |
| ConvLSTMPrediction time (hours)=1∼22026.03 | 29.39 | 15.33 | |
| PredRNNPrediction time (hours)=0∼12026.03 | 29.33 | 15.16 | |
| TrajGRUPrediction time (hours)=0∼12026.03 | 29.32 | 15.43 | |
| PredRNNPrediction time (hours)=1∼22026.03 | 29.28 | 15.18 | |
| TrajGRUPrediction time (hours)=1∼22026.03 | 29.21 | 15.34 | |
| ConvLSTMPrediction time (hours)=2∼32026.03 | 29.05 | 15.02 | |
| PredRNNPrediction time (hours)=2∼32026.03 | 28.95 | 14.73 | |
| TrajGRUPrediction time (hours)=2∼32026.03 | 28.85 | 14.99 | |
| ConvLSTMPrediction time (hours)=3∼42026.03 | 28.69 | 14.74 | |
| TrajGRUPrediction time (hours)=3∼42026.03 | 28.65 | 14.71 | |
| PredRNNPrediction time (hours)=3∼42026.03 | 28.55 | 14.42 | |
| Pers.Prediction time (hours)=0∼12026.03 | 28.5 | 14.09 | |
| ConvLSTMPrediction time (hours)=4∼52026.03 | 28.25 | 14.44 | |
| TrajGRUPrediction time (hours)=4∼52026.03 | 28.24 | 14.41 | |
| PredRNNPrediction time (hours)=4∼52026.03 | 28.07 | 14.02 | |
| Pers.Prediction time (hours)=1∼22026.03 | 27.94 | 12.18 | |
| ConvLSTMPrediction time (hours)=5∼62026.03 | 27.93 | 14.03 | |
| TrajGRUPrediction time (hours)=5∼62026.03 | 27.9 | 14.08 | |
| ConvGRUPrediction time (hours)=0∼12026.03 | 27.64 | 14.95 | |
| PredRNNPrediction time (hours)=5∼62026.03 | 27.63 | 13.61 | |
| ConvGRUPrediction time (hours)=1∼22026.03 | 27.55 | 14.86 | |
| ConvGRUPrediction time (hours)=2∼32026.03 | 27.23 | 14.43 | |
| PFSTPrediction time (hours)=4∼52026.03 | 26.87 | 12.27 | |
| ConvGRUPrediction time (hours)=3∼42026.03 | 26.86 | 14.25 | |
| PFSTPrediction time (hours)=5∼62026.03 | 26.83 | 12.41 | |
| PFSTPrediction time (hours)=3∼42026.03 | 26.54 | 11.94 | |
| ConvGRUPrediction time (hours)=4∼52026.03 | 26.53 | 13.93 | |
| Pers.Prediction time (hours)=2∼32026.03 | 26.2 | 10.95 | |
| ConvGRUPrediction time (hours)=5∼62026.03 | 26.14 | 13.62 | |
| PFSTPrediction time (hours)=2∼32026.03 | 26.08 | 11.39 | |
| PFSTPrediction time (hours)=0∼12026.03 | 25.96 | 11.14 | |
| PFSTPrediction time (hours)=1∼22026.03 | 25.63 | 10.93 | |
| Pers.Prediction time (hours)=3∼42026.03 | 24.95 | 9.86 | |
| Pers.Prediction time (hours)=4∼52026.03 | 24.03 | 9.12 | |
| Pers.Prediction time (hours)=5∼62026.03 | 23.33 | 8.54 | |
| W-Clim.Prediction time (hours)=0∼12026.03 | 17.04 | 5.81 | |
| W-Clim.Prediction time (hours)=1∼22026.03 | 17.04 | 5.81 | |
| W-Clim.Prediction time (hours)=2∼32026.03 | 17.04 | 5.81 | |
| W-Clim.Prediction time (hours)=3∼42026.03 | 17.04 | 5.81 | |
| W-Clim.Prediction time (hours)=4∼52026.03 | 17.04 | 5.81 | |
| W-Clim.Prediction time (hours)=5∼62026.03 | 17.04 | 5.81 | |
| Clim.Prediction time (hours)=0∼12026.03 | 16.1 | 5.64 | |
| Clim.Prediction time (hours)=1∼22026.03 | 16.1 | 5.64 | |
| Clim.Prediction time (hours)=2∼32026.03 | 16.1 | 5.64 | |
| Clim.Prediction time (hours)=3∼42026.03 | 16.1 | 5.64 | |
| Clim.Prediction time (hours)=4∼52026.03 | 16.1 | 5.64 | |
| Clim.Prediction time (hours)=5∼62026.03 | 16.1 | 5.64 |