PEMS-SF
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Aggregated Super-Resolution | PEMS-SF | MSE12.542 | 10 | |
| Time Series Classification Faithfulness Evaluation | UEA PEMS-SF | I(20)0.8362 | 10 | |
| Time-series Generation | PEMS-SF (test) | Wasserstein Distance0.0031 | 10 | |
| Asynchronous Time Series Super-Resolution (ASR) | PEMS-SF | MSE0.125 | 9 | |
| Synchronous Time Series Super-Resolution (SSR) | PEMS-SF | MSE0.097 | 9 | |
| Time Series Imputation | PEMS-SF | L2 Loss0.0004 | 6 | |
| ASR | PEMS-SF (test) | MSE0.125 | 4 | |
| SSR | PEMS-SF (test) | MSE0.097 | 4 | |
| Multivariate Time Series Classification | PEMS-SF UEA | Accuracy83.82 | 2 |
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