Data Imputation on Cancer benchmark leaderboard · SOTA2 Research

Data Imputation on Cancer

73.51AccuracyLLM-Forest

Evaluation Results

Method	Links
LLM-Forest2024.10		73.51
LLM-Forest2024.10		72.18
LLM-Forest2024.10		72.18
KNN2024.10		71.98
KNN2024.10		71.98
LLM-Tree2024.10		71.52
LLM-tree2024.10		71.52
LLM-Forest2024.10		71.47
Chain-of-Thought2024.10		71.06
Chain-of-Thought2024.10		71.06
GRAPE2024.10		68.9
GRAPE2024.10		68.9
Mode Imputation2024.10		68.39
Mode Imputation2024.10		68.39
LLM-zero2024.10		59.32
LLM-zero2024.10		59.32
Hyperimpute2024.10		58.25
Hyperimpute2024.10		58.25
MICE2024.10		42.52
GAIN2024.10		42.52
Remasker2024.10		42.52
MICE2024.10		42.52
GAIN2024.10		42.52
Remasker2024.10		42.52
TDM2024.10		32.67
TDM2024.10		32.67
Miracle2024.10		32.07
Miracle2024.10		32.07