WeatherBench
Benchmarks
TaskDatasetSOTA resultTrendResults
WeatherBench 7-day lead time
3.74RMSE
7
WeatherBench 9-day lead time
4.09RMSE
7
WeatherBench 7-day lead time
3.59RMSE
7
WeatherBench 9-day lead time
2.5RMSE
7
WeatherBench 7-day lead time
2.13RMSE
7
WeatherBench2
94.91Reduction Ratio
6
WeatherBench 2 1.5° resolution 2020 (test)
19.6CRPS (1d)
6
WeatherBench 14-day lead time
3.91RMSE
6
WeatherBench 14-day lead time
887.37RMSE
6
WeatherBench 14-day lead time
0.35RMSE
6
WeatherBench 9-day lead time
0.32RMSE
6
WeatherBench 7-day lead time
0.31RMSE
6
WeatherBench 14-day lead time
4.71RMSE
6
WeatherBench 14-day lead time
4.54RMSE
6
WeatherBench 14-day lead time
2.99RMSE
6
WeatherBench 5 Day Forecast horizon
88.2ACC (2T)
6
WeatherBench 1 Day Forecast horizon
96.8ACC (2T)
6
WeatherBench 5 Day Forecast
13.3MSE (2T)
6
WeatherBench 3 Day Forecast
9.08MSE (2T)
6
WeatherBench 1 Day Forecast
4.22MSE (2T)
6
WeatherBench 1.5° resolution 2 2020 (test)
0.332CRPS (1d)
5
WeatherBench 32x64 5 Day Forecast
88ACC (2T)
4
WeatherBench 32x64 3 Day Forecast
92.2ACC (2T)
4
WeatherBench 32x64 1 Day Forecast
96.6ACC (2T)
4
WeatherBench 64x128 (test)
83.1Temperature Error (Level 2)
4