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Benchmarks
Imputation on Time-MMD Climate
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0.82
Mean Squared Error
FiLM
0.8076
0.8913
0.975
1.0587
Feb 13, 2025
Mean Squared Error
Mean Absolute Error
Updated 1mo ago
Evaluation Results
Method
Method
Links
Mean Squared Error
Mean Absolute Error
FiLM
Mode=TaTS, Imputation...
2025.02
0.82
0.718
PatchTST
Mode=TaTS, Imputation...
2025.02
0.878
0.72
DLinear
Mode=TaTS, Imputation...
2025.02
0.912
0.757
DLinear
Mode=MM-TSFLib, Imputa...
2025.02
0.963
0.802
DLinear
Mode=Uni-modal, Imputa...
2025.02
0.969
0.801
PatchTST
Mode=MM-TSFLib, Imputa...
2025.02
1.01
0.821
PatchTST
Mode=Uni-modal, Imputa...
2025.02
1.111
0.846
FiLM
Mode=Uni-modal, Imputa...
2025.02
1.123
0.829
FiLM
Mode=MM-TSFLib, Imputa...
2025.02
1.13
0.833
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