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Data Imputation on Cancer

73.51Accuracy

LLM-Forest

Updated 1mo ago

Evaluation Results

Method	Links
LLM-Forest 2024.10		73.51
LLM-Forest 2024.10		72.18
LLM-Forest 2024.10		72.18
KNN 2024.10		71.98
KNN 2024.10		71.98
LLM-Tree 2024.10		71.52
LLM-tree 2024.10		71.52
LLM-Forest 2024.10		71.47
Chain-of-Thought 2024.10		71.06
Chain-of-Thought 2024.10		71.06
GRAPE 2024.10		68.9
GRAPE 2024.10		68.9
Mode Imputation 2024.10		68.39
Mode Imputation 2024.10		68.39
LLM-zero 2024.10		59.32
LLM-zero 2024.10		59.32
Hyperimpute 2024.10		58.25
Hyperimpute 2024.10		58.25
MICE 2024.10		42.52
GAIN 2024.10		42.52
Remasker 2024.10		42.52
MICE 2024.10		42.52
GAIN 2024.10		42.52
Remasker 2024.10		42.52
TDM 2024.10		32.67
TDM 2024.10		32.67
Miracle 2024.10		32.07
Miracle 2024.10		32.07