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Benchmarks
Noisy label detection on CPU
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0.86
AUC
LSH-Shapley
0.16216
0.34333
0.5245
0.70567
Nov 13, 2022
Jun 12, 2023
Jan 10, 2024
Aug 8, 2024
Mar 8, 2025
Oct 5, 2025
May 5, 2026
AUC
Updated 28d ago
Evaluation Results
Method
Method
Links
AUC
LSH-Shapley
N=8,192, d=21
2026.05
0.86
KNN
N=8,192, d=21
2026.05
0.844
CS-SHAPLEY
Classifier=SVM-RBF
2022.11
0.808
CS-SHAPLEY
Classifier=Logistic Re...
2022.11
0.785
TMC-Shapley
Classifier=Logistic Re...
2022.11
0.779
TMC-Shapley
Classifier=SVM-RBF
2022.11
0.671
Beta Shapley
Classifier=Logistic Re...
2022.11
0.654
DS
N=8,192, d=21
2026.05
0.541
Beta Shapley
Classifier=SVM-RBF
2022.11
0.516
DB
N=8,192, d=21
2026.05
0.513
G-Shapley
N=8,192, d=21
2026.05
0.499
Leave-One-Out
Classifier=Logistic Re...
2022.11
0.207
Leave-One-Out
Classifier=SVM-RBF
2022.11
0.189
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