Forecasting on GEF
0.1653MSEMean+SAITS
Evaluation Results
| Method | Links | |
|---|---|---|
| Mean+SAITSInput Type=univariate, Imputation Strategy=With Gain estimation2024.10 | 0.1653 | |
| Mean+ImputeFormerInput Type=univariate, Imputation Strategy=With Gain estimation2024.10 | 0.1657 | |
| Mean+SPINInput Type=univariate, Imputation Strategy=With Gain estimation2024.10 | 0.1679 | |
| Mean+BRITSInput Type=univariate, Imputation Strategy=With Gain estimation2024.10 | 0.1694 | |
| Mean+MRNNInput Type=univariate, Imputation Strategy=With Gain estimation2024.10 | 0.1696 | |
| Mean+GPVAEInput Type=univariate, Imputation Strategy=With Gain estimation2024.10 | 0.1696 | |
| Mean+USGANInput Type=univariate, Imputation Strategy=With Gain estimation2024.10 | 0.1698 | |
| MeanInput Type=univariate, Imputation Strategy=Original2024.10 | 0.175 | |
| ImputeFormer+INFInput Type=univariate, Imputation Strategy=With Influence Function2024.10 | 0.1776 | |
| ImputeFormerInput Type=univariate, Imputation Strategy=Original2024.10 | 0.182 | |
| BRITS+INFInput Type=univariate, Imputation Strategy=With Influence Function2024.10 | 0.1952 | |
| SATIS+INFInput Type=univariate, Imputation Strategy=With Influence Function2024.10 | 0.1953 | |
| MRNN+INFInput Type=univariate, Imputation Strategy=With Influence Function2024.10 | 0.1972 | |
| SAITSInput Type=univariate, Imputation Strategy=Original2024.10 | 0.198 | |
| USGAN+INFInput Type=univariate, Imputation Strategy=With Influence Function2024.10 | 0.1984 | |
| GPVAE+INFInput Type=univariate, Imputation Strategy=With Influence Function2024.10 | 0.2013 | |
| BRITSInput Type=univariate, Imputation Strategy=Original2024.10 | 0.2021 | |
| USGANInput Type=univariate, Imputation Strategy=Original2024.10 | 0.2048 | |
| MRNNInput Type=univariate, Imputation Strategy=Original2024.10 | 0.2052 | |
| GPVAEInput Type=univariate, Imputation Strategy=Original2024.10 | 0.2087 | |
| SPINInput Type=univariate, Imputation Strategy=Original2024.10 | 0.212 | |
| SPIN+INFInput Type=univariate, Imputation Strategy=With Influence Function2024.10 | 0.2195 |