Time Series Forecasting on Pedestrian Count
0.8C (Residuals)DCP
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| DCPModel=TFT, DGP=MCD2026.05 | 0.8 | 1.44 | 0.85 | 1.17 | 0.8 | 1.4 | 0.8 | 1.4 | 0.85 | 1.17 | |
| DCPModel=TFT, DGP=BE2026.05 | 0.8 | 1.46 | 0.9 | 0.86 | 0.8 | 1.3 | 0.8 | 1.31 | 0.9 | 0.87 | |
| DCPModel=TFT, DGP=DE2026.05 | 0.8 | 1.41 | 0.89 | 0.96 | 0.8 | 1.33 | 0.8 | 1.33 | 0.89 | 0.96 | |
| DCPModel=TCN, DGP=MCD2026.05 | 0.81 | 2.26 | 0.85 | 1.13 | 0.82 | 1.89 | 0.82 | 1.88 | 0.84 | 1.17 | |
| DCPModel=TCN, DGP=BE2026.05 | 0.81 | 1.67 | 0.9 | 1.12 | 0.83 | 1.08 | 0.83 | 1.08 | 0.89 | 1.12 | |
| DCPModel=TCN, DGP=DE2026.05 | 0.81 | 2.13 | 0.88 | 1.23 | 0.83 | 1.4 | 0.83 | 1.42 | 0.88 | 1.17 | |
| DCPModel=LSTM, DGP=QR2026.05 | 0.83 | 1.13 | 0.82 | 1.19 | 0.82 | 1.25 | 0.81 | 1.24 | 0.82 | 1.24 | |
| DCPModel=LSTM, DGP=MCD2026.05 | 0.84 | 0.98 | 0.88 | 0.89 | 0.86 | 0.88 | 0.86 | 0.87 | 0.88 | 0.89 | |
| DCPModel=LSTM, DGP=BE2026.05 | 0.84 | 0.99 | 0.91 | 0.95 | 0.87 | 0.83 | 0.86 | 0.83 | 0.91 | 0.97 | |
| DCPModel=LSTM, DGP=DE2026.05 | 0.84 | 0.98 | 0.9 | 0.8 | 0.85 | 0.9 | 0.85 | 0.9 | 0.9 | 0.81 |