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ResearchFormerly WizWand

Classification on Musk2 downstream

96.4Balanced AccuracyOriginal Query
47.41660.13372.8585.567Dec 7, 2023
Updated 8mo ago

Evaluation results

MethodLinks
Original QueryPercentage of non-corrupted features=100%2023.1296.4
MeanPercentage of non-corrupted features=100%2023.1296.1
Original QueryPercentage of non-corrupted features=50%2023.1296
DataFixPercentage of non-corrupted features=100%2023.1295.7
DDPercentage of non-corrupted features=100%2023.1295.6
INBPercentage of non-corrupted features=100%2023.1295.4
DataFixPercentage of non-corrupted features=50%2023.1295.3
MeanPercentage of non-corrupted features=50%2023.1295.2
Original QueryPercentage of non-corrupted features=0%2023.1295.1
INBPercentage of non-corrupted features=50%2023.1295
DDPercentage of non-corrupted features=50%2023.1295
HyperImputePercentage of non-corrupted features=100%2023.1294.5
MissForestPercentage of non-corrupted features=100%2023.1294.4
GAINPercentage of non-corrupted features=100%2023.1293.9
LRPercentage of non-corrupted features=100%2023.1293.8
ICEPercentage of non-corrupted features=50%2023.1293.7
ICEPercentage of non-corrupted features=100%2023.1293.7
MIRACLEPercentage of non-corrupted features=100%2023.1293.7
SinkhornPercentage of non-corrupted features=100%2023.1293.6
KNNPercentage of non-corrupted features=100%2023.1293.4
LRPercentage of non-corrupted features=50%2023.1293.2
HyperImputePercentage of non-corrupted features=50%2023.1293.2
KNNPercentage of non-corrupted features=50%2023.1292.5
SinkhornPercentage of non-corrupted features=50%2023.1292.4
MIRACLEPercentage of non-corrupted features=50%2023.1292
MLPPercentage of non-corrupted features=100%2023.1291.1
GAINPercentage of non-corrupted features=50%2023.1291
MissForestPercentage of non-corrupted features=50%2023.1290.8
MLPPercentage of non-corrupted features=50%2023.1290.7
DataFixPercentage of non-corrupted features=0%2023.1290.2
LRPercentage of non-corrupted features=0%2023.1287.1
HyperImputePercentage of non-corrupted features=0%2023.1286.3
ICEPercentage of non-corrupted features=0%2023.1284.8
SoftImputePercentage of non-corrupted features=100%2023.1283.6
MIRACLEPercentage of non-corrupted features=0%2023.1282.8
SinkhornPercentage of non-corrupted features=0%2023.1281.8
MLPPercentage of non-corrupted features=0%2023.1281.7
KNNPercentage of non-corrupted features=0%2023.1281.5
INBPercentage of non-corrupted features=0%2023.1281.2
MissForestPercentage of non-corrupted features=0%2023.1277.9
SoftImputePercentage of non-corrupted features=50%2023.1262
DDPercentage of non-corrupted features=0%2023.1257.6
GAINPercentage of non-corrupted features=0%2023.1257.4
MeanPercentage of non-corrupted features=0%2023.1250
SoftImputePercentage of non-corrupted features=0%2023.1249.3