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Benchmarks
Traffic Forecasting on PEMS-04 Short-term (12 -> 12avg)
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18.29
MAE
STAEformer
17.7476
21.4088
25.07
28.7312
Feb 24, 2026
MAE
RMSE
MAPE
Updated 2d ago
Evaluation Results
Method
Method
Links
MAE
RMSE
MAPE
STAEformer
Method Type=ST-Graph M...
2026.02
18.29
30.48
12.09
STID
Method Type=ST-Graph M...
2026.02
18.53
30.37
12.37
UrbanFM
Method Type=ST, Traini...
2026.02
18.72
29.58
12.19
GWNet
Method Type=ST-Graph M...
2026.02
18.8
30.74
12.56
D2STGNN
Method Type=ST-Graph M...
2026.02
19.08
30.95
12.76
UrbanFM
Method Type=ST, Evalua...
2026.02
20.95
32.21
13.42
STID
Method Type=ST-Graph M...
2026.02
24.61
37.44
19.48
STAEformer
Method Type=ST-Graph M...
2026.02
31.85
46.48
23.34
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