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Data Imputation on NPHA

66.35Accuracy

LLM-Forest

Updated 1mo ago

Evaluation Results

Method	Links
LLM-Forest 2024.10		66.35
LLM-Forest 2024.10		66.35
TDM 2024.10		66.29
TDM 2024.10		66.29
Mode Imputation 2024.10		66.1
Mode Imputation 2024.10		66.1
LLM-Tree 2024.10		65.57
LLM-tree 2024.10		65.57
Remasker 2024.10		65.38
Remasker 2024.10		65.38
GRAPE 2024.10		65.01
GRAPE 2024.10		65.01
Mean Imputation 2024.10		64.88
Mean Imputation 2024.10		64.88
LLM-Forest 2024.10		64.41
KNN 2024.10		64.28
KNN 2024.10		64.28
LLM-Forest 2024.10		63.91
Chain-of-Thought 2024.10		63.81
Chain-of-Thought 2024.10		63.81
MICE 2024.10		62.69
MICE 2024.10		62.69
GAIN 2024.10		60.68
GAIN 2024.10		60.68
LLM-zero 2024.10		59.18
LLM-zero 2024.10		59.18
Hyperimpute 2024.10		58.8
Hyperimpute 2024.10		58.8
Miracle 2024.10		56.05
Miracle 2024.10		56.05