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Resource Metrics for Long-term Time Series Forecasting on Electricity
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123.8
Max Mem (MB)
DLinear
-306.54
2,598.255
5,503.05
8,407.845
May 2, 2024
Max Mem (MB)
Parameters (M)
MACs (G)
Epoch Time (s)
Updated 4d ago
Evaluation Results
Method
Method
Links
Max Mem (MB)
Parameters (M)
MACs (G)
Epoch Time (s)
DLinear
Forecast Horizon=720,...
2024.05
123.8
-
-
25.4
SparseTSF
Forecast Horizon=720
2024.05
125.2
-
-
31.3
FITS
Forecast Horizon=720,...
2024.05
496.7
-
-
35
Informer
Forecast Horizon=720
2024.05
969.7
-
-
70.1
FEDformer
Forecast Horizon=720
2024.05
1,102.5
-
-
238.7
FiLM
Forecast Horizon=720
2024.05
1,773.9
-
-
78.3
Autoformer
Forecast Horizon=720
2024.05
2,631.2
-
-
107.7
PatchTST
Forecast Horizon=720
2024.05
10,882.3
-
-
290.3
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