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Data Imputation on blood (test)
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0.127
RMSE
MissForest
0.124204
0.143077
0.16195
0.180823
Jul 8, 2026
RMSE
Updated 16d ago
Evaluation Results
Method
Method
Links
RMSE
MissForest
Missing rate=0.6, Miss...
2026.07
0.127
GRAPE
Missing rate=0.6, Miss...
2026.07
0.1325
MIWAE
Missing rate=0.6, Miss...
2026.07
0.1349
DiffPuter
Missing rate=0.6, Miss...
2026.07
0.1421
MIRACLE
Missing rate=0.6, Miss...
2026.07
0.1445
KNNImpute
Missing rate=0.6, Miss...
2026.07
0.1451
GCImpute
Missing rate=0.6, Miss...
2026.07
0.1508
CAGI
Missing rate=0.6, Miss...
2026.07
0.1539
GAIN
Missing rate=0.6, Miss...
2026.07
0.1553
IGRM
Missing rate=0.6, Miss...
2026.07
0.1557
ReMasker
Missing rate=0.6, Miss...
2026.07
0.162
Mean/Mode
Missing rate=0.6, Miss...
2026.07
0.166
OTImpute
Missing rate=0.6, Miss...
2026.07
0.1751
TabCSDI
Missing rate=0.6, Miss...
2026.07
0.1832
MICE
Missing rate=0.6, Miss...
2026.07
0.1884
TDM
Missing rate=0.6, Miss...
2026.07
0.1969
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