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Data Imputation on Gliomas

84.41Accuracy

LLM-Forest

Updated 1mo ago

Evaluation Results

Method	Links
LLM-Forest 2024.10		84.41
LLM-Forest 2024.10		84.41
LLM-Forest 2024.10		84.34
MICE 2024.10		84.15
MICE 2024.10		84.15
GAIN 2024.10		84.13
GAIN 2024.10		84.13
KNN 2024.10		83.92
KNN 2024.10		83.92
LLM-Tree 2024.10		83.55
LLM-tree 2024.10		83.55
Remasker 2024.10		83.45
Remasker 2024.10		83.45
Mean Imputation 2024.10		83.29
Mode Imputation 2024.10		83.29
Mean Imputation 2024.10		83.29
Mode Imputation 2024.10		83.29
LLM-Forest 2024.10		82.97
Chain-of-Thought 2024.10		81.83
Chain-of-Thought 2024.10		81.83
GRAPE 2024.10		81.36
GRAPE 2024.10		81.36
TDM 2024.10		79.8
TDM 2024.10		79.8
LLM-zero 2024.10		77.86
LLM-zero 2024.10		77.86
Miracle 2024.10		77.73
Miracle 2024.10		77.73
Hyperimpute 2024.10		72
Hyperimpute 2024.10		72