Weather
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Weather Horizon 336 (test)
0.253MSE
8
Weather Horizon 192 (test)
0.201MSE
8
Weather Horizon 96 (test)
0.155MSE
8
Weather Length 96 (test)
0.71MSE
8
Weather T=720 (test)
0.316MSE
8
Weather T=336 (test)
0.243MSE
8
Weather T=96 (test)
0.145MSE
8
Weather
0.143MSE (96 steps)
7
Weather5K
0.179MAE
7
Weather standard (test)
0.026MSE
7
Weather
1.086MSE
7
Weather v1 (test)
0.16MSE
7
Weather O=720 (test)
0.345MSE
7
Weather O=336 (test)
0.28MSE
7
Weather O=96 (test)
0.172MSE
7
Weather
0.146MSE
6
Weather v1 (full)
10.587MAEC
6
Weather
23.887Training Time
6
Weather horizon 336
0.24MSE
6
Weather horizon 192
0.193MSE
6
Weather horizon 96
0.148MSE
6
Weather
0.47Inference Time (s)
6
Weather
14.89Pretraining Time (s)
5
Weather (test)
93.19Normalized Cumulative Loss
5
Weather
0.001MSE
5