Exchange
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
exchange (test)
0.008CRPS
19
Exchange
0.196MAE
18
Exchange 5% few-shot
0.1MSE
16
Exchange Missing-value MTS
0.089MSE
15
Exchange 20% Missing-value MTS
0.209MAE
15
Exchange Heterogeneous-frequency MTS
0.192MAE
15
Exchange Regular MTS
0.201MAE
15
Exchange
0.086Normalized MSE
14
Exchange dataset
0.17MAE
13
Exchange
0.01CRPS
12
Exchange
0.347MSE
12
Exchange dataset
0.007MAEC
12
Exchange (test)
0.082CRPS
12
Exchange
0.363Mean Squared Error (MSE)
12
Exchange
0.065CRPS
12
Exchange
0.002MSE
12
Exchange ProbTS
0.04CRPS
11
Exchange standard (test)
0.086MSE
11
Exchange
0.094CRPS
11
Exchange
0.003MSE
10
Exchange
0.392MSE
10
Exchange TSLib (test)
0.372MSE
10
Exchange T=720
0.643MSE
10
Exchange T=336
0.272MSE
10
Exchange T=192
0.157MSE
10