Forecasting on AIR
0.1491MSEMean+SAITS
Evaluation Results
| Method | Links | |
|---|---|---|
| Mean+SAITSInput Type=univariate, Imputation Strategy=With Gain estimation2024.10 | 0.1491 | |
| Mean+ImputeFormerInput Type=univariate, Imputation Strategy=With Gain estimation2024.10 | 0.1498 | |
| Mean+SPINInput Type=univariate, Imputation Strategy=With Gain estimation2024.10 | 0.1502 | |
| Mean+USGANInput Type=univariate, Imputation Strategy=With Gain estimation2024.10 | 0.1506 | |
| Mean+BRITSInput Type=univariate, Imputation Strategy=With Gain estimation2024.10 | 0.1507 | |
| Mean+GPVAEInput Type=univariate, Imputation Strategy=With Gain estimation2024.10 | 0.1507 | |
| MeanInput Type=univariate, Imputation Strategy=Original2024.10 | 0.1508 | |
| Mean+MRNNInput Type=univariate, Imputation Strategy=With Gain estimation2024.10 | 0.1508 | |
| SAITSInput Type=univariate, Imputation Strategy=Original2024.10 | 0.5006 | |
| SATIS+INFInput Type=univariate, Imputation Strategy=With Influence Function2024.10 | 0.5207 | |
| ImputeFormerInput Type=univariate, Imputation Strategy=Original2024.10 | 0.63 | |
| ImputeFormer+INFInput Type=univariate, Imputation Strategy=With Influence Function2024.10 | 0.6498 | |
| SPINInput Type=univariate, Imputation Strategy=Original2024.10 | 0.6604 | |
| USGANInput Type=univariate, Imputation Strategy=Original2024.10 | 0.684 | |
| USGAN+INFInput Type=univariate, Imputation Strategy=With Influence Function2024.10 | 0.6961 | |
| GPVAEInput Type=univariate, Imputation Strategy=Original2024.10 | 0.6968 | |
| BRITSInput Type=univariate, Imputation Strategy=Original2024.10 | 0.6979 | |
| GPVAE+INFInput Type=univariate, Imputation Strategy=With Influence Function2024.10 | 0.7096 | |
| BRITS+INFInput Type=univariate, Imputation Strategy=With Influence Function2024.10 | 0.711 | |
| SPIN+INFInput Type=univariate, Imputation Strategy=With Influence Function2024.10 | 0.7629 | |
| MRNN+INFInput Type=univariate, Imputation Strategy=With Influence Function2024.10 | 0.7758 | |
| MRNNInput Type=univariate, Imputation Strategy=Original2024.10 | 0.7965 |