Multilabel Classification
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
56.3Macro F1 Score
39
May 12, 2026
0.348Kappa (κF1)
12
Feb 26, 2026
80.9Micro F1
12
Feb 26, 2026
30.4Macro F1
8
May 13, 2026
74.4F1 Score (macro)
8
May 13, 2026
65.4Macro F1
8
May 13, 2026
80.7Macro F1
8
May 13, 2026
0.061Cross-Entropy
7
Feb 26, 2026
0.016Cross-Entropy Loss
7
Feb 26, 2026
0.074Cross-Entropy
7
Feb 26, 2026
86.35Accuracy
5
Feb 26, 2026
80.56Accuracy
5
Feb 26, 2026
91.77Accuracy
5
Feb 26, 2026
91.58Accuracy
5
Feb 26, 2026
80.19Accuracy
5
Feb 26, 2026
0.474Weighted F1
3
Feb 26, 2026
0.489Weighted F1
3
Feb 26, 2026
60.3Weighted F1
3
Feb 26, 2026
0.609Weighted F1
3
Feb 26, 2026