Multivariate Time Series Imputation On Pems
Metrics
L2 Loss (10^-4)
Results
Performance results of various models on this benchmark
Model Name | L2 Loss (10^-4) | Paper Title | Repository |
|---|---|---|---|
| GRUI | 15.24 | Multivariate Time Series Imputation with Generative Adversarial Networks | - |
| BRITS (SingleRes) | 4.51 | BRITS: Bidirectional Recurrent Imputation for Time Series | |
| MaskGAN | 6.02 | MaskGAN: Better Text Generation via Filling in the _______ | - |
| NAOMI | 3.54 | NAOMI: Non-Autoregressive Multiresolution Sequence Imputation | |
| KNN | 4.58 | - | - |
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