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ResearchFormerly WizWand

LF Mislabeling Identification on Mushroom

97.5APKNN
74.6280.5686.592.44May 25, 2022
Updated 8mo ago

Evaluation results

MethodLinks
KNNLabel Model=MV2022.0597.5
KNNLabeling Model=MV2022.0597.5
RWLabel Model=MV2022.0595.6
WMLabel Model=MV2022.0595.4
source-aware IF (R-WM)Labeling Model=MV2022.0594.9
source-aware IF (WM)Labeling Model=MV2022.0594.8
source-aware IF (RW)Labeling Model=MV2022.0593.2
LMLabel Model=MV2022.0592.3
Labeling ModelLabeling Model=MV2022.0592.3
source-aware IF (R-RW)Labeling Model=MV2022.0592.3
RWLabel Model=DS2022.0590.8
source-aware IF (RW)Labeling Model=DS2022.0590
source-aware IF (RW)Labeling Model=Snorkel2022.0589.7
RWLabel Model=Snorkel2022.0589.5
WMLabel Model=DS2022.0589.3
source-aware IF (WM)Labeling Model=DS2022.0588.1
source-aware IF (R-WM)Labeling Model=Snorkel2022.0587.6
source-aware IF (WM)Labeling Model=Snorkel2022.0587.4
source-aware IF (R-WM)Labeling Model=DS2022.0586.5
WMLabel Model=Snorkel2022.0586.1
source-aware IF (R-RW)Labeling Model=Snorkel2022.0583.7
EMLabel Model=MV2022.0582.8
LMLabel Model=DS2022.0582.8
EMLabel Model=DS2022.0582.8
LMLabel Model=Snorkel2022.0582.8
EMLabel Model=Snorkel2022.0582.8
End ModelLabeling Model=MV2022.0582.8
Labeling ModelLabeling Model=DS2022.0582.8
End ModelLabeling Model=DS2022.0582.8
Labeling ModelLabeling Model=Snorkel2022.0582.8
End ModelLabeling Model=Snorkel2022.0582.8
source-aware IF (R-RW)Labeling Model=DS2022.0575.5