LargeST
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
LargeST GBA original (test)
16.59MAE
20
LargeST SD original (test)
15.06MAE
20
LargeST USA-Canada Vancouver station (test)
1.021MAE (4h)
16
LargeST GLA original (test)
15.78MAE
16
LargeST CA original (test)
14.93MAE
13
LargeST Hourly (test)
0.411OWA
8
LargeST Daily (test)
0.771OWA
8
LargeST CA (test)
13.98MAE (Horizon 3)
8
LargeST (Overall)
35.66RMSE
8
LargeST 60 min horizon
44.76RMSE
8
LargeST 45 min horizon
37.89RMSE (45 min)
8
LargeST 30 min horizon
32.16RMSE
8
LargeST 15 min horizon
24.76RMSE
8
LargeST
0.16MAE
7
LargeST CA (test)
44.25MSE
4
LargeST GLA
26.22MAE
4
LargeST GBA
27.32MAE
4
LargeST SD
24.01MAE
4
LargeST CA (test)
12.68WAPE
3
LargeST GLA (test)
11WAPE
3
LargeST GBA (test)
11.48WAPE
3
LargeST SD (test)
12.25WAPE (%)
3
LargeST Europe (Barcelona station) (test)
2.174MAE (3 days)
2
LargeST Europe Munich station (test)
3.196MAE (3 days)
1
LargeST Europe Maastricht station (test)
4.164MAE (3 days)
1