PEMS04
Benchmarks
TaskDatasetSOTA resultTrendResults
PEMS04
0.073MSE
107
PEMS04
0.074MSE
95
PEMS04 (test)
0.08MSE
41
PeMS04 (test)
17.8MAE
39
PEMS04 Evening Peak
0.006Context-FID
27
PEMS04 MP
0.017Context-FID
18
PeMS04 60 min 12-step
0.013CRPSsum
16
PeMS04 30 min 6-step
0.012CRPSsum
16
PeMS04 15 min 3-step
0.011CRPSsum
16
PEMS04 (test)
18.48MAE
15
PeMS04 60min horizon
22.82MAE
14
PeMS04 15min horizon
19.25MAE
14
PEMS04 48-step horizon
33.23RMSE
13
PEMS04 36-step horizon
32.52RMSE
13
PEMS04
17.34MAE (Horizon 3)
13
PeMS04 short-term traffic (test)
0.125MSE
12
PEMS04 prediction length 96 (test)
0.114MSE
11
PEMS04 prediction length 24 (test)
0.084MSE
11
PEMS04 prediction length 12 (test)
0.073MSE
11
PEMS04 USA
19.15MAE
10
PEMS04 standard (test)
17.89MAE
10
PEMS04 Morning Peak
0.015Context-FID
9
PEMS04 MNAR averaged across missing ratios (test)
0.24MSE
8
PEMS04 (test)
24.08MAE
8
PEMS04 Horizon 12 (test)
20.4MAE
8