Noisy label detection
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
80F1 Score
54
Jul 2, 2026
99.83Accuracy
20
Jun 8, 2026
0.766AUC
20
May 12, 2026
90.58F1-score
19
Jun 1, 2026
0.883AUC
18
May 6, 2026
0.855AUC
18
May 6, 2026
98.74Accuracy
16
Jun 8, 2026
0.86AUC
13
May 6, 2026
35NLD
12
Feb 26, 2026
0.11NLD Score
12
Feb 26, 2026
11NLD
12
Feb 26, 2026
0.95AUC
11
Jun 8, 2026
80.32AUC (%)
8
Jun 8, 2026
0.837AUC
8
Feb 26, 2026
57AUC
8
Feb 26, 2026
0.441AUC
8
Feb 26, 2026
0.18F1 Score (5% Noise)
5
Feb 26, 2026
19F1 (5%)
5
Feb 26, 2026
14F1 Score (5% Noise)
5
Feb 26, 2026