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ResearchFormerly WizWand

Data Imputation on Wine

0.0768MAELLM-Forest
0.0736160.0951080.11660.138092Oct 28, 2024
Updated 8mo ago

Evaluation results

MethodLinks
LLM-ForestApproach=LLM-based2024.100.0768
RemaskerApproach=Statistic & Deep Learning2024.100.078
HyperimputeApproach=Statistic & Deep Learning2024.100.0788
LLM-TreeApproach=LLM-based2024.100.0816
MiracleApproach=Statistic & Deep Learning2024.100.082
MICEApproach=Statistic & Deep Learning2024.100.0921
Mean ImputationApproach=Statistic & Deep Learning2024.100.0988
Chain-of-ThoughtApproach=LLM-based2024.100.099
TDMApproach=Statistic & Deep Learning2024.100.1
KNNApproach=Statistic & Deep Learning2024.100.106
GAINApproach=Statistic & Deep Learning2024.100.1085
LLM-zeroApproach=LLM-based2024.100.1123
Mode ImputationApproach=Statistic & Deep Learning2024.100.1142
GRAPEApproach=Statistic & Deep Learning2024.100.1564