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Data Imputation on Yacht
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0.1478
MAE
LLM-Forest
0.099144
0.427572
0.756
1.084428
Oct 28, 2024
MAE
Updated 4d ago
Evaluation Results
Method
Method
Links
MAE
LLM-Forest
Approach=LLM-based
2024.10
0.1478
LLM-Tree
Approach=LLM-based
2024.10
0.1528
TDM
Approach=Statistic & D...
2024.10
0.1668
Chain-of-Thought
Approach=LLM-based
2024.10
0.1739
Hyperimpute
Approach=Statistic & D...
2024.10
0.1807
Remasker
Approach=Statistic & D...
2024.10
0.1819
KNN
Approach=Statistic & D...
2024.10
0.1937
MICE
Approach=Statistic & D...
2024.10
0.2002
GRAPE
Approach=Statistic & D...
2024.10
0.215
Mean Imputation
Approach=Statistic & D...
2024.10
0.2185
Miracle
Approach=Statistic & D...
2024.10
0.2189
LLM-zero
Approach=LLM-based
2024.10
0.2231
Mode Imputation
Approach=Statistic & D...
2024.10
0.2256
GAIN
Approach=Statistic & D...
2024.10
1.3642
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