Data Imputation on powerplant MCAR (test) benchmark leaderboard · SOTA2 Research

Data Imputation on powerplant MCAR (test)

0.2841Wasserstein DistanceMissForest

Evaluation Results

Method	Links
MissForest2026.07		0.2841
Proposal2026.07		0.3059
KNN2026.07		0.3396
MICE2026.07		0.349
MissForest2026.07		0.3829
Proposal2026.07		0.3859
PCA2026.07		0.4107
Proposal2026.07		0.4524
MissForest2026.07		0.4622
KNN2026.07		0.4758
Mean2026.07		0.4808
MICE2026.07		0.4869
Proposal2026.07		0.4883
GAIN2026.07		0.5069
Proposal2026.07		0.5131
MissForest2026.07		0.5291
Proposal2026.07		0.5322
PCA2026.07		0.5339
Proposal2026.07		0.5515
Proposal2026.07		0.5533
Proposal2026.07		0.5627
KNN2026.07		0.5696
VAE2026.07		0.5718
MICE2026.07		0.5859
GAIN2026.07		0.589
MissForest2026.07		0.6188
KNN2026.07		0.6543
Mean2026.07		0.6583
MICE2026.07		0.6768
MissForest2026.07		0.707
KNN2026.07		0.7363
MICE2026.07		0.7621
PCA2026.07		0.7846
Mean2026.07		0.7847
GAIN2026.07		0.7962
GAIN2026.07		0.8186
MissForest2026.07		0.8313
KNN2026.07		0.8331
MICE2026.07		0.8598
Mean2026.07		0.8858
PCA2026.07		0.8858
KNN2026.07		0.9485
MICE2026.07		0.9703
PCA2026.07		0.9739
Mean2026.07		0.974
MissForest2026.07		0.9865
GAIN2026.07		1.0361
Mean2026.07		1.0587
PCA2026.07		1.0587
GAIN2026.07		1.0629
KNN2026.07		1.0799
GAIN2026.07		1.0955
MICE2026.07		1.0967
Mean2026.07		1.1408
PCA2026.07		1.1409
MissForest2026.07		1.2036
Mean2026.07		1.2204
PCA2026.07		1.2204
KNN2026.07		1.2205
GAIN2026.07		1.2297
MICE2026.07		1.2316
Mean2026.07		1.2958
PCA2026.07		1.2958
GAIN2026.07		1.5909