WeatherBench
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
WeatherBench 64x128 (test)
92.92T Skill Score
4
WeatherBench scarce-data +72h 2 (test)
2.308RMSE (Temp)
4
WeatherBench scarce-data +24h 2 (test)
2.055RMSE (Temperature)
4
WeatherBench years 2018 and 2021 2 (test)
8.08Zonal Wind (500hPa)
4
WeatherBench-2 ERA5 (test 2018 2021)
8.4UW 500hPa RMSE
4
WeatherBench2 +72h
5Win Rate (T)
3
WeatherBench2 +24h
5Skill Score (win) T
3
WeatherBench native 32 x 64 (test)
0.135W1
3
WeatherBench 2 (WB2) (test)
0.84RMSE (0-6h)
3
WeatherBench 64x128 at 5day
0.517ACC (5-day)
3
WeatherBench Cross-resolution generalization 128x256 (test)
86T2m Error
2
WeatherBench Cross-resolution generalization 128x256 (test)
90.12T Score
2
WeatherBench Cross-resolution generalization 128x256 (test)
96.8Temperature Skill (2T)
2
WeatherBench 2
0.57RMSE (0-6h)
2
WeatherBench 121 x 240, 1.5° resolution 2
96.81MACs (G)
1