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ResearchFormerly WizWand

Data Imputation on Housing

0.0948MAERemasker
0.088620.1303350.172050.213765Oct 28, 2024
Updated 8mo ago

Evaluation results

MethodLinks
RemaskerApproach=Statistic & Deep Learning2024.100.0948
LLM-ForestApproach=LLM-based2024.100.1026
LLM-TreeApproach=LLM-based2024.100.1074
MICEApproach=Statistic & Deep Learning2024.100.1115
KNNApproach=Statistic & Deep Learning2024.100.113
Chain-of-ThoughtApproach=LLM-based2024.100.1212
LLM-zeroApproach=LLM-based2024.100.1226
HyperimputeApproach=Statistic & Deep Learning2024.100.1315
TDMApproach=Statistic & Deep Learning2024.100.1376
GAINApproach=Statistic & Deep Learning2024.100.1381
MiracleApproach=Statistic & Deep Learning2024.100.1655
Mean ImputationApproach=Statistic & Deep Learning2024.100.1847
Mode ImputationApproach=Statistic & Deep Learning2024.100.2308
GRAPEApproach=Statistic & Deep Learning2024.100.2493