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Label Noise Detection research benchmarks · SOTA2 Research

Label Noise Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Clothing1M (val)

15.77Average Error Rate

11

Feb 26, 2026

Food-101N (val)

6.99Average Error Rate

11

Feb 26, 2026

Clothing-1M verified (val)

15.77Average Error Rate

10

Feb 26, 2026

Food-101N verified (val)

6.99Error Rate

10

Feb 26, 2026

88AUC-PR

6

May 8, 2026

Clothing-ADC 20,000 samples subset

57.21F1-Score

4

Apr 21, 2026

Popular datasets

Food-101 Brain Tumor Clothing Clothing-1M Clothing-ADC

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