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Traffic Forecasting on PEMS-07 Long-term (24 -> 24avg)

21.12MAEUrbanFM
20.365225.460130.55535.6499Feb 24, 2026

Evaluation results

MethodLinks
UrbanFMMethod Type=ST, Training Protocol=Few-Shot (10%)2026.0221.1232.939.49
STAEformerMethod Type=ST-Graph Method, Training Protocol=Full-Shot2026.0221.2536.649.06
STIDMethod Type=ST-Graph Method, Training Protocol=Full-Shot2026.0221.4435.659.31
MoiraiMethod Type=TS, Training Protocol=Few-Shot (10%)2026.0221.533.1613.61
FactoSTMethod Type=ST, Training Protocol=Few-Shot (10%)2026.0239.9963.617.57