Short-term Forecasting on PEMS03 (test)
0.087MSEGTR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GTRLook-back length=96, Forecasting horizons=S ∈ {12, 24, 48, 96} (averaged)2026.02 | 0.087 | 0.189 | |
| TQNetLook-back length=96, Forecasting horizons=S ∈ {12, 24, 48, 96} (averaged)2026.02 | 0.097 | 0.203 | |
| SOFTSLook-back length=96, Forecasting horizons=S ∈ {12, 24, 48, 96} (averaged)2026.02 | 0.104 | 0.21 | |
| TimeXerLook-back length=96, Forecasting horizons=S ∈ {12, 24, 48, 96} (averaged)2026.02 | 0.112 | 0.214 | |
| iTransformerLook-back length=96, Forecasting horizons=S ∈ {12, 24, 48, 96} (averaged)2026.02 | 0.113 | 0.222 | |
| CycleNetLook-back length=96, Forecasting horizons=S ∈ {12, 24, 48, 96} (averaged)2026.02 | 0.118 | 0.226 | |
| S-MambaLook-back length=96, Forecasting horizons=S ∈ {12, 24, 48, 96} (averaged)2026.02 | 0.122 | 0.228 | |
| RAFTLook-back length=96, Forecasting horizons=S ∈ {12, 24, 48, 96} (averaged)2026.02 | 0.144 | 0.23 | |
| TimeMixerLook-back length=96, Forecasting horizons=S ∈ {12, 24, 48, 96} (averaged)2026.02 | 0.154 | 0.278 | |
| PatchTSTLook-back length=96, Forecasting horizons=S ∈ {12, 24, 48, 96} (averaged)2026.02 | 0.18 | 0.291 | |
| DLinearLook-back length=96, Forecasting horizons=S ∈ {12, 24, 48, 96} (averaged)2026.02 | 0.278 | 0.375 |