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Benchmarks
Spatio-temporal prediction on CDP_Ride 1h (test)
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2.996
MAE (tract)
STGCN 3d2d1d
2.80928
4.06964
5.33
6.59036
Dec 11, 2025
MAE (tract)
MAE (downtown)
MPIW
KL-Divergence
True-Zero Rate
PICP
F1 Score
Updated 3mo ago
Evaluation Results
Method
Method
Links
MAE (tract)
MAE (downtown)
MPIW
KL-Divergence
True-Zero Rate
PICP
F1 Score
STGCN 3d2d1d
Model Architecture=STG...
2025.12
2.996
35.549
-
0.0309
17.2
-
29.5
STGCN 3d2d
Model Architecture=STG...
2025.12
3.036
38.502
-
0.0541
14.6
-
29.5
RF
Model Type=Random Fore...
2025.12
3.084
34.35
-
0.0314
17
-
28.4
STGCN 3d
Model Architecture=STG...
2025.12
3.153
37.294
-
0.044
17.2
-
27.1
HA
Model Type=Statistical...
2025.12
7.664
195.617
-
0.0697
18.2
-
23.9
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