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Benchmarks
Forecasting on Datasets (combined)
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12.83
MAE
Proposed Hybrid
12.5068
14.6884
16.87
19.0516
Apr 23, 2026
MAE
RMSE
MAPE
sMAPE
Updated 1mo ago
Evaluation Results
Method
Method
Links
MAE
RMSE
MAPE
sMAPE
Proposed Hybrid
2026.04
12.83
17.11
8.1
7.7
Hybrid TFT-X
2026.04
14.92
20.01
8.8
8.4
GRU
2026.04
15.04
19.53
9.5
9.2
LSTM
2026.04
15.52
20.07
9.8
9.5
Prophet
2026.04
18.76
23.42
11.9
11.5
ARIMA
2026.04
20.91
25.8
13.2
12.7
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