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ResearchFormerly WizWand

Data Imputation on Concrete

0.1036MAELLM-Forest
0.0974720.1388360.18020.221564Oct 28, 2024
Updated 8mo ago

Evaluation results

MethodLinks
LLM-ForestApproach=LLM-based2024.100.1036
LLM-TreeApproach=LLM-based2024.100.1105
RemaskerApproach=Statistic & Deep Learning2024.100.1159
HyperimputeApproach=Statistic & Deep Learning2024.100.131
MiracleApproach=Statistic & Deep Learning2024.100.132
MICEApproach=Statistic & Deep Learning2024.100.1357
KNNApproach=Statistic & Deep Learning2024.100.158
TDMApproach=Statistic & Deep Learning2024.100.1678
Mean ImputationApproach=Statistic & Deep Learning2024.100.1814
GRAPEApproach=Statistic & Deep Learning2024.100.1816
GAINApproach=Statistic & Deep Learning2024.100.1831
LLM-zeroApproach=LLM-based2024.100.1959
Chain-of-ThoughtApproach=LLM-based2024.100.1991
Mode ImputationApproach=Statistic & Deep Learning2024.100.2568