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Benchmarks
LF Mislabeling Identification on DN real
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0.906
AP
RW
0.39744
0.52947
0.6615
0.79353
May 25, 2022
AP
Updated 1mo ago
Evaluation Results
Method
Method
Links
AP
RW
Label Model=MV
2022.05
0.906
WM
Label Model=MV
2022.05
0.878
RW
Label Model=Snorkel
2022.05
0.746
KNN
Label Model=MV
2022.05
0.711
WM
Label Model=Snorkel
2022.05
0.651
RW
Label Model=DS
2022.05
0.573
WM
Label Model=DS
2022.05
0.536
LM
Label Model=MV
2022.05
0.447
LM
Label Model=Snorkel
2022.05
0.445
EM
Label Model=MV
2022.05
0.417
LM
Label Model=DS
2022.05
0.417
EM
Label Model=DS
2022.05
0.417
EM
Label Model=Snorkel
2022.05
0.417
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