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Data Imputation on Concrete
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0.1036
MAE
LLM-Forest
0.097472
0.138836
0.1802
0.221564
Oct 28, 2024
MAE
Updated 4d ago
Evaluation Results
Method
Method
Links
MAE
LLM-Forest
Approach=LLM-based
2024.10
0.1036
LLM-Tree
Approach=LLM-based
2024.10
0.1105
Remasker
Approach=Statistic & D...
2024.10
0.1159
Hyperimpute
Approach=Statistic & D...
2024.10
0.131
Miracle
Approach=Statistic & D...
2024.10
0.132
MICE
Approach=Statistic & D...
2024.10
0.1357
KNN
Approach=Statistic & D...
2024.10
0.158
TDM
Approach=Statistic & D...
2024.10
0.1678
Mean Imputation
Approach=Statistic & D...
2024.10
0.1814
GRAPE
Approach=Statistic & D...
2024.10
0.1816
GAIN
Approach=Statistic & D...
2024.10
0.1831
LLM-zero
Approach=LLM-based
2024.10
0.1959
Chain-of-Thought
Approach=LLM-based
2024.10
0.1991
Mode Imputation
Approach=Statistic & D...
2024.10
0.2568
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