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Benchmarks
Noisy Label Detection on CIFAR10
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0.95
AUC
KNN
0.24488
0.42794
0.611
0.79406
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
KNN
N=50,000, d=768
2026.05
0.95
LSH-Shapley
N=50,000, d=768
2026.05
0.899
G-Shapley
N=50,000, d=768
2026.05
0.504
CS-SHAPLEY
Classifier=Logistic Re...
2022.11
0.45
TMC-Shapley
Classifier=Logistic Re...
2022.11
0.429
Beta Shapley
Classifier=Logistic Re...
2022.11
0.424
CS-SHAPLEY
Classifier=SVM-RBF
2022.11
0.387
Beta Shapley
Classifier=SVM-RBF
2022.11
0.321
TMC-Shapley
Classifier=SVM-RBF
2022.11
0.317
Leave-One-Out
Classifier=Logistic Re...
2022.11
0.275
Leave-One-Out
Classifier=SVM-RBF
2022.11
0.272
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