PEMS-BAY
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
PEMS-Bay (Original In-Sample)
0.154MAE
11
PEMS-Bay (Original Out-of-Sample)
0.17MAE
11
PEMS-BAY (test)
1.16MAE (Horizon 3)
11
PeMS-BAY (test)
2.832G-MAE
11
PEMS-BAY (Mixed)
3.37MAE
10
PEMS-BAY (Block)
3.5MAE
10
PEMS-BAY (random)
3.39MAE
10
PEMS-BAY
1.3MAE (15 min)
10
PEMS-BAY Virtual sensor v1 (test)
7.58MAPE (15 min)
9
PEMS-BAY (test)
1.56MAE
9
PeMS-Bay
1.17MAE (Tp=3)
8
PEMS-BAY Always available sensor v1 (test)
3.2MAPE (15 min)
8
PEMS-BAY N=50
1.98Prediction Width
7
PEMS-BAY N=325
5.64Interval Width
7
PEMS-BAY Horizon 6
1.62MAE
7
PEMS-BAY
2.74RMSE (15 min)
6
PEMS-BAY 30 min (test)
1.63MAE
6
PEMS-BAY 15 min (test)
1.3MAE
6
PEMS-BAY 30 min
1.69MAE
6
PEMS-BAY (test)
729.73Regret
5
PEMS-BAY L=144 (test)
0.67MSE
5
PEMS-BAY N=50 (test)
0.81Vm Error
4
PEMS-BAY
1.08MAE (5 min Horizon)
4
PEMS-BAY Point missing
0.615MAE
4
PEMS-BAY Block missing
1.007MAE
4