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Benchmarks
Noisy Label Detection on IMBD (F1 Thresholds)
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0.18
F1 Score (5% Noise)
KNN-Shapley
0.0968
0.1184
0.14
0.1616
Jun 3, 2023
F1 Score (5% Noise)
F1 Score (15% Noise)
Updated 4d ago
Evaluation Results
Method
Method
Links
F1 Score (5% Noise)
F1 Score (15% Noise)
KNN-Shapley
2023.06
0.18
0.29
DU-Shapley
2023.06
0.18
0.32
DataShapley
2023.06
0.17
0.28
LOO
2023.06
0.11
0.18
Random
2023.06
0.1
0.16
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