PeMS08
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
PEMS08 (test)
9.07MAPE
111
PEMS08
0.069MSE
95
PeMS08 (test)
13.03MAE
60
PEMS08 (test)
0.08MSE
43
PeMS08
13.66MAE
30
PEMS08 (Evening Peak)
0.009Context-FID
27
PEMS08 (Morning Peak)
0.014Context-FID
27
PEMS08 TSFM-Bench
0.293MSE
15
PeMS08 60min horizon
18.84MAE
14
PeMS08 30min horizon
16.41MAE
14
PeMS08 15min horizon
15.26MAE
14
PEMS08 In-Distribution
0.186Mean Absolute Error (MAE)
13
PEMS08 48-step horizon
27.49RMSE
13
PEMS08 36 Time Steps
26.51RMSE
13
PEMS08 24-step horizon
25.31RMSE
13
PeMS08 short-term traffic (test)
0.135MSE
12
PEMS08
13.28MAE@3
12
PEMS08 (test)
0.138MSE
11
PEMS08 prediction length 96 (test)
0.221MSE
11
PEMS08 prediction length 12 (test)
0.079MSE
11
PEMS08 (7:1:2)
0.119MSE
10
PEMS08 17 - 24 steps
18.47MAE
10
PEMS08 1 - 8 steps
14.39MAE
10
PEMS08 N=170, C=3 (test)
5.64MAE
9
PEMS08
0.38MSE
8