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Benchmarks
LF Mislabeling Identification on DN infograph
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62.1
AP
RW
34.54
41.695
48.85
56.005
May 25, 2022
AP
Updated 1mo ago
Evaluation Results
Method
Method
Links
AP
RW
Label Model=MV
2022.05
62.1
WM
Label Model=MV
2022.05
60.6
RW
Label Model=DS
2022.05
53.8
WM
Label Model=DS
2022.05
51.6
WM
Label Model=Snorkel
2022.05
41.8
RW
Label Model=Snorkel
2022.05
41.6
LM
Label Model=MV
2022.05
38.5
KNN
Label Model=MV
2022.05
36.1
EM
Label Model=MV
2022.05
35.6
LM
Label Model=DS
2022.05
35.6
EM
Label Model=DS
2022.05
35.6
LM
Label Model=Snorkel
2022.05
35.6
EM
Label Model=Snorkel
2022.05
35.6
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