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Benchmarks
Short-term Forecasting on PEMS03 (test)
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0.087
MSE
GTR
0.07936
0.13093
0.1825
0.23407
Feb 11, 2026
MSE
MAE
Updated 4d ago
Evaluation Results
Method
Method
Links
MSE
MAE
GTR
Look-back length=96, F...
2026.02
0.087
0.189
TQNet
Look-back length=96, F...
2026.02
0.097
0.203
SOFTS
Look-back length=96, F...
2026.02
0.104
0.21
TimeXer
Look-back length=96, F...
2026.02
0.112
0.214
iTransformer
Look-back length=96, F...
2026.02
0.113
0.222
CycleNet
Look-back length=96, F...
2026.02
0.118
0.226
S-Mamba
Look-back length=96, F...
2026.02
0.122
0.228
RAFT
Look-back length=96, F...
2026.02
0.144
0.23
TimeMixer
Look-back length=96, F...
2026.02
0.154
0.278
PatchTST
Look-back length=96, F...
2026.02
0.18
0.291
DLinear
Look-back length=96, F...
2026.02
0.278
0.375
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