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Benchmarks
Imputation on Traffic Time-MMD
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0.131
MSE
PatchTST
0.12644
0.15722
0.188
0.21878
Feb 13, 2025
MSE
MAE
Updated 1mo ago
Evaluation Results
Method
Method
Links
MSE
MAE
PatchTST
Mode=TaTS, Imputation...
2025.02
0.131
0.248
DLinear
Mode=TaTS, Imputation...
2025.02
0.134
0.297
FiLM
Mode=TaTS, Imputation...
2025.02
0.137
0.242
FiLM
Mode=MM-TSFLib, Imputa...
2025.02
0.169
0.288
FiLM
Mode=Uni-modal, Imputa...
2025.02
0.175
0.311
DLinear
Mode=MM-TSFLib, Imputa...
2025.02
0.179
0.335
PatchTST
Mode=MM-TSFLib, Imputa...
2025.02
0.189
0.341
PatchTST
Mode=Uni-modal, Imputa...
2025.02
0.21
0.339
DLinear
Mode=Uni-modal, Imputa...
2025.02
0.245
0.417
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