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ResearchFormerly WizWand

LF Mislabeling Identification on PW

91.1APsource-aware IF (R-RW)
73.83678.31882.887.282May 25, 2022
Updated 8mo ago

Evaluation results

MethodLinks
source-aware IF (R-RW)Labeling Model=MV2022.0591.1
source-aware IF (RW)Labeling Model=DS2022.0589.2
source-aware IF (RW)Labeling Model=MV2022.0589.1
source-aware IF (RW)Labeling Model=Snorkel2022.0588.9
source-aware IF (WM)Labeling Model=DS2022.0588.8
RWLabel Model=MV2022.0588.7
RWLabel Model=DS2022.0588.7
source-aware IF (R-WM)Labeling Model=MV2022.0588.5
WMLabel Model=DS2022.0588.4
RWLabel Model=Snorkel2022.0588
source-aware IF (WM)Labeling Model=MV2022.0587.9
source-aware IF (WM)Labeling Model=Snorkel2022.0587.9
WMLabel Model=Snorkel2022.0587.3
WMLabel Model=MV2022.0586.5
LMLabel Model=MV2022.0586.3
Labeling ModelLabeling Model=MV2022.0586.3
KNNLabel Model=MV2022.0582.2
KNNLabeling Model=MV2022.0582.2
source-aware IF (R-RW)Labeling Model=DS2022.0576.7
EMLabel Model=MV2022.0576.6
LMLabel Model=DS2022.0576.6
EMLabel Model=DS2022.0576.6
LMLabel Model=Snorkel2022.0576.6
EMLabel Model=Snorkel2022.0576.6
End ModelLabeling Model=MV2022.0576.6
Labeling ModelLabeling Model=DS2022.0576.6
End ModelLabeling Model=DS2022.0576.6
Labeling ModelLabeling Model=Snorkel2022.0576.6
End ModelLabeling Model=Snorkel2022.0576.6
source-aware IF (R-RW)Labeling Model=Snorkel2022.0575.7
source-aware IF (R-WM)Labeling Model=Snorkel2022.0575.6
source-aware IF (R-WM)Labeling Model=DS2022.0574.5