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ResearchFormerly WizWand

Identifying mislabeling of Labeling Functions on DomainNet infograph

71.4APsource-aware IF (R-RW)
34.16843.83453.563.166May 25, 2022
Updated 8mo ago

Evaluation results

MethodLinks
source-aware IF (R-RW)Labeling Model=MV2022.0571.4
source-aware IF (R-WM)Labeling Model=MV2022.0564.4
source-aware IF (RW)Labeling Model=MV2022.0563.9
source-aware IF (WM)Labeling Model=MV2022.0558.4
source-aware IF (R-RW)Labeling Model=Snorkel2022.0552.6
source-aware IF (RW)Labeling Model=DS2022.0551.6
source-aware IF (R-RW)Labeling Model=DS2022.0551.2
source-aware IF (RW)Labeling Model=Snorkel2022.0550.4
source-aware IF (WM)Labeling Model=DS2022.0549.5
source-aware IF (WM)Labeling Model=Snorkel2022.0548.8
source-aware IF (R-WM)Labeling Model=DS2022.0547.9
source-aware IF (R-WM)Labeling Model=Snorkel2022.0546.4
Labeling ModelLabeling Model=MV2022.0538.5
KNNLabeling Model=MV2022.0536.1
End ModelLabeling Model=MV2022.0535.6
Labeling ModelLabeling Model=DS2022.0535.6
End ModelLabeling Model=DS2022.0535.6
Labeling ModelLabeling Model=Snorkel2022.0535.6
End ModelLabeling Model=Snorkel2022.0535.6