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Papers Benchmarks Datasets Tasks

PEMS-SF dataset and benchmarks · SOTA2 Research

Research Datasets

PEMS-SF

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Aggregated Super-Resolution

PEMS-SF

12.542MSE

10

Time Series Classification Faithfulness Evaluation

UEA PEMS-SF

0.836I(20)

10

Time-series Generation

PEMS-SF (test)

0.003Wasserstein Distance

10

Asynchronous Time Series Super-Resolution (ASR)

PEMS-SF

0.125MSE

9

Synchronous Time Series Super-Resolution (SSR)

PEMS-SF

0.097MSE

9

Time Series Imputation

PEMS-SF

0L2 Loss

6

PEMS-SF (test)

0.125MSE

4

PEMS-SF (test)

0.097MSE

4

Multivariate Time Series Classification

PEMS-SF UEA

83.82Accuracy

2

Popular tasks

Time-series generation Multivariate Time Series Classification Time Series Imputation ASR Time Series Classification Faithfulness Evaluation

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