Spatio-temporal prediction on CDP_Crime 4h (test)
0.159MAE (tract)STZINB 3d2d1d
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| STZINB 3d2d1dInput Dimensions=3D + 2D + 1D2025.12 | 0.159 | 0.991 | 0.45 | 0.049 | 0.954 | 85.3 | 86 | |
| STZINB 3d2dInput Dimensions=3D + 2D2025.12 | 0.161 | 1.168 | 0.446 | 0.049 | 0.953 | 85.3 | 86 | |
| STZINB 3dInput Dimensions=3D2025.12 | 0.162 | 1.134 | 0.451 | 0.047 | 0.954 | 85.2 | 85.8 | |
| STGCN 3d2dInput Dimensions=3D + 2D2025.12 | 0.211 | 0.853 | — | 0.258 | — | 88.3 | 88.4 | |
| STGCN 3d2d1dInput Dimensions=3D + 2D + 1D2025.12 | 0.211 | 0.833 | — | 0.253 | — | 88.3 | 88.4 | |
| STGCN 3dInput Dimensions=3D2025.12 | 0.213 | 0.857 | — | 0.261 | — | 88.3 | 88.4 | |
| HAModel Type=Historical Average2025.12 | 0.216 | 0.946 | — | 0.255 | — | 88.4 | 88.4 | |
| RFModel Type=Random Forest2025.12 | 0.228 | 0.862 | — | 0.186 | — | 87.8 | 88 |