Multi-Label Classification
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
97.3mAP
125
Feb 26, 2026
70.4mAP
124
May 28, 2026
83.74Hamming Score
112
Feb 26, 2026
34.77AP
90
Mar 4, 2026
84.7AUROC (%)
88
Mar 24, 2026
12Macro F1 Score
84
Jun 5, 2026
91.3mAP
81
May 28, 2026
97mAP
73
May 28, 2026
92.2mAP
61
May 1, 2026
81.5mAP
55
Jun 12, 2026
95.2mAP (Average)
52
Jun 12, 2026
65.1mAP
44
Jun 23, 2026
0.154Ranking Loss
43
May 12, 2026
53.2mAP (Mean Average Precision)
43
Feb 26, 2026
0.822Mean AUC
41
Jun 11, 2026
70.1mAP
40
Jun 12, 2026
47.8mAP
38
Feb 27, 2026
81.252Mean AUC
38
Jun 11, 2026
94.7Micro-F1
36
May 19, 2026
92.52mAP (macro)
35
Feb 26, 2026
87.88Total mAP
34
Feb 26, 2026
87.01Macro-AUC
32
May 12, 2026
0.751Macro-AUC
32
May 12, 2026
92.2Macro-AUC
32
May 12, 2026
0.051Ranking Loss
32
May 12, 2026