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ResearchFormerly WizWand

Forecasting on AIR

0.1491MSEMean+SAITS
0.1232040.2980020.47280.647598Oct 9, 2024
Updated 8mo ago

Evaluation results

MethodLinks
Mean+SAITSInput Type=univariate, Imputation Strategy=With Gain estimation2024.100.1491
Mean+ImputeFormerInput Type=univariate, Imputation Strategy=With Gain estimation2024.100.1498
Mean+SPINInput Type=univariate, Imputation Strategy=With Gain estimation2024.100.1502
Mean+USGANInput Type=univariate, Imputation Strategy=With Gain estimation2024.100.1506
Mean+BRITSInput Type=univariate, Imputation Strategy=With Gain estimation2024.100.1507
Mean+GPVAEInput Type=univariate, Imputation Strategy=With Gain estimation2024.100.1507
MeanInput Type=univariate, Imputation Strategy=Original2024.100.1508
Mean+MRNNInput Type=univariate, Imputation Strategy=With Gain estimation2024.100.1508
SAITSInput Type=univariate, Imputation Strategy=Original2024.100.5006
SATIS+INFInput Type=univariate, Imputation Strategy=With Influence Function2024.100.5207
ImputeFormerInput Type=univariate, Imputation Strategy=Original2024.100.63
ImputeFormer+INFInput Type=univariate, Imputation Strategy=With Influence Function2024.100.6498
SPINInput Type=univariate, Imputation Strategy=Original2024.100.6604
USGANInput Type=univariate, Imputation Strategy=Original2024.100.684
USGAN+INFInput Type=univariate, Imputation Strategy=With Influence Function2024.100.6961
GPVAEInput Type=univariate, Imputation Strategy=Original2024.100.6968
BRITSInput Type=univariate, Imputation Strategy=Original2024.100.6979
GPVAE+INFInput Type=univariate, Imputation Strategy=With Influence Function2024.100.7096
BRITS+INFInput Type=univariate, Imputation Strategy=With Influence Function2024.100.711
SPIN+INFInput Type=univariate, Imputation Strategy=With Influence Function2024.100.7629
MRNN+INFInput Type=univariate, Imputation Strategy=With Influence Function2024.100.7758
MRNNInput Type=univariate, Imputation Strategy=Original2024.100.7965