Multi-Label Classification
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
0.731Macro-AUC
32
May 12, 2026
0.063Ranking Loss
32
May 12, 2026
80.9Macro-AUC
32
May 12, 2026
58.84Macro-AUC
32
May 12, 2026
76.46mAP
31
Feb 26, 2026
61.7mAP
27
May 28, 2026
4.56Misclassification Rate
25
Feb 26, 2026
81.15Macro-AUC
24
May 12, 2026
93.46Macro-AUC
24
May 12, 2026
93.51Macro-AUC
24
May 12, 2026
0.953Macro-AUC
24
May 12, 2026
0.777Macro-AUC
24
May 12, 2026
7.08Macro-AUC
24
May 12, 2026
0.127Ranking Loss
24
May 12, 2026
0.046Ranking Loss
24
May 12, 2026
0.23Ranking Loss
24
May 12, 2026
36.82Macro-F1
24
May 12, 2026
28.31Macro-F1
24
May 12, 2026
31.66Macro-F1
24
May 12, 2026
26.63Macro-F1
24
May 12, 2026
28.24Macro-F1
24
May 12, 2026
29.03Macro-F1
24
May 12, 2026
79.31Macro-F1 Score (Scene)
24
May 12, 2026
36.11Macro-F1
24
May 12, 2026
0.116Macro F-Measure
24
May 12, 2026