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ResearchFormerly WizWand

Forecasting on GEF

0.1653MSEMean+SAITS
0.1631320.1777660.19240.207034Oct 9, 2024
Updated 8mo ago

Evaluation results

MethodLinks
Mean+SAITSInput Type=univariate, Imputation Strategy=With Gain estimation2024.100.1653
Mean+ImputeFormerInput Type=univariate, Imputation Strategy=With Gain estimation2024.100.1657
Mean+SPINInput Type=univariate, Imputation Strategy=With Gain estimation2024.100.1679
Mean+BRITSInput Type=univariate, Imputation Strategy=With Gain estimation2024.100.1694
Mean+MRNNInput Type=univariate, Imputation Strategy=With Gain estimation2024.100.1696
Mean+GPVAEInput Type=univariate, Imputation Strategy=With Gain estimation2024.100.1696
Mean+USGANInput Type=univariate, Imputation Strategy=With Gain estimation2024.100.1698
MeanInput Type=univariate, Imputation Strategy=Original2024.100.175
ImputeFormer+INFInput Type=univariate, Imputation Strategy=With Influence Function2024.100.1776
ImputeFormerInput Type=univariate, Imputation Strategy=Original2024.100.182
BRITS+INFInput Type=univariate, Imputation Strategy=With Influence Function2024.100.1952
SATIS+INFInput Type=univariate, Imputation Strategy=With Influence Function2024.100.1953
MRNN+INFInput Type=univariate, Imputation Strategy=With Influence Function2024.100.1972
SAITSInput Type=univariate, Imputation Strategy=Original2024.100.198
USGAN+INFInput Type=univariate, Imputation Strategy=With Influence Function2024.100.1984
GPVAE+INFInput Type=univariate, Imputation Strategy=With Influence Function2024.100.2013
BRITSInput Type=univariate, Imputation Strategy=Original2024.100.2021
USGANInput Type=univariate, Imputation Strategy=Original2024.100.2048
MRNNInput Type=univariate, Imputation Strategy=Original2024.100.2052
GPVAEInput Type=univariate, Imputation Strategy=Original2024.100.2087
SPINInput Type=univariate, Imputation Strategy=Original2024.100.212
SPIN+INFInput Type=univariate, Imputation Strategy=With Influence Function2024.100.2195