Traffic Flow Prediction on 350 zones
0.119RMSEGeoAI Hybrid
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| GeoAI Hybridsignificance_vs_RF=better2026.03 | 0.119 | 0.891 | 6.4 | |
| GeoAI Hybridsignificance_vs_RF=better2026.03 | 0.138 | 0.871 | 7.8 | |
| GNNsignificance_vs_GWR=p < 0.052026.03 | 0.155 | 0.834 | 8.8 | |
| GNNsignificance_vs_GWR=p < 0.052026.03 | 0.171 | 0.812 | 9.9 | |
| RFsignificance_vs_GWR=p < 0.052026.03 | 0.176 | 0.798 | 10.2 | |
| RFsignificance_vs_GWR=p < 0.052026.03 | 0.192 | 0.778 | 11.4 | |
| MGWR2026.03 | 0.198 | 0.741 | 11.8 | |
| MGWR2026.03 | 0.212 | 0.718 | 13.2 | |
| GWR2026.03 | 0.241 | 0.673 | 14.1 | |
| GWR2026.03 | 0.263 | 0.651 | 15.6 | |
| OLS2026.03 | 0.312 | 0.512 | 18.4 | |
| OLS2026.03 | 0.334 | 0.489 | 20.1 |