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Benchmarks
Noisy Label Detection on CIFAR-100N natural label noise (train)
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91.48
Precision
Label-match
68.4856
74.4553
80.425
86.3947
Sep 29, 2024
Precision
Recall
F1-score
Updated 4d ago
Evaluation Results
Method
Method
Links
Precision
Recall
F1-score
Label-match
2024.09
91.48
73.88
81.74
Small-loss
2024.09
89.37
89.14
89.25
DEFT
2024.09
88.43
92.84
90.58
UNICON
2024.09
87.05
85.44
86.24
GMM
2024.09
80.03
97.05
87.72
ProMix
2024.09
75.92
94.9
84.36
RoLT
2024.09
75.23
95.82
84.29
LongReMix
2024.09
69.37
98.67
81.47
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