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Benchmarks
Water demand prediction on DMA1 (test)
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78.516
ExT (ms)
GRUN
50.73664
238.24732
425.758
613.26868
Dec 6, 2025
ExT (ms)
AIC
MAE (m³/15 min)
Std Dev (m³/15 min)
MAPE (%)
Updated 4d ago
Evaluation Results
Method
Method
Links
ExT (ms)
AIC
MAE (m³/15 min)
Std Dev (m³/15 min)
MAPE (%)
GRUN
Architecture=GRUN
2025.12
78.516
264,606
3.82
3.32
5.14
GRUN + SPNN
Architecture=GRUN, Ext...
2025.12
78.964
538,116
3.1
2.78
3.79
GRUN + PID
Architecture=GRUN, Ext...
2025.12
79.154
240,945
2.76
2.74
3.64
DCGRU
Architecture=DCGRU
2025.12
735
51,915
3.92
2.72
5.32
DCGRU + classification
Architecture=DCGRU, Ex...
2025.12
757
24,325
1.23
1.92
1.52
DCGRU + PID
Architecture=DCGRU, Ex...
2025.12
773
25,342
1.92
1.8
2.02
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