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Benchmarks
Imputation on Time-MMD Economy
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0.017
MSE
PatchTST
0.0146
0.0308
0.047
0.0632
Feb 13, 2025
MSE
MAE
Updated 1mo ago
Evaluation Results
Method
Method
Links
MSE
MAE
PatchTST
Mode=TaTS, Imputation...
2025.02
0.017
0.045
PatchTST
Mode=MM-TSFLib, Imputa...
2025.02
0.026
0.137
PatchTST
Mode=Uni-modal, Imputa...
2025.02
0.029
0.138
DLinear
Mode=TaTS, Imputation...
2025.02
0.045
0.171
FiLM
Mode=TaTS, Imputation...
2025.02
0.054
0.168
DLinear
Mode=Uni-modal, Imputa...
2025.02
0.057
0.19
DLinear
Mode=MM-TSFLib, Imputa...
2025.02
0.061
0.196
FiLM
Mode=MM-TSFLib, Imputa...
2025.02
0.075
0.203
FiLM
Mode=Uni-modal, Imputa...
2025.02
0.077
0.209
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