Spatio-temporal prediction on WPRDC Crime 1D (test)
0.082MAE (tract)STZINB 3d2d1d
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| STZINB 3d2d1dInput=3D + 2D + 1D2025.12 | 0.082 | 0.863 | 0.221 | 0.014 | 0.977 | 92.8 | 93.2 | |
| STZINB 3d2dInput=3D + 2D2025.12 | 0.083 | 0.882 | 0.214 | 0.013 | 0.976 | 92.8 | 93.1 | |
| STZINB 3dInput=3D2025.12 | 0.084 | 0.886 | 0.212 | 0.013 | 0.976 | 92.8 | 93.1 | |
| HAInput=Historical data2025.12 | 0.105 | 0.803 | — | 0.062 | — | 94.5 | 94.6 | |
| STGCN 3dInput=3D2025.12 | 0.11 | 0.784 | — | 0.098 | — | 94.6 | 94.6 | |
| STGCN 3d2dInput=3D + 2D2025.12 | 0.111 | 0.779 | — | 0.071 | — | 94.5 | 94.6 | |
| STGCN 3d2d1dInput=3D + 2D + 1D2025.12 | 0.117 | 0.785 | — | 0.062 | — | 94.5 | 94.6 | |
| RFInput=Time series only2025.12 | 0.128 | 0.893 | — | 0.048 | — | 94.2 | 94.4 |