Imbalanced Classification
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
62.7F1-Score
25
Mar 17, 2026
61.5F1-Score
25
Mar 17, 2026
1Avg Rank (DT)
20
Feb 26, 2026
40.1PR AUC
12
Mar 18, 2026
0.268PR AUC
12
Mar 18, 2026
5.3PR AUC
12
Mar 18, 2026
35.06Macro F1
12
Feb 26, 2026
53.06Macro F1
12
Feb 26, 2026
76.31Macro F1
12
Feb 26, 2026
98.25F1 Score
11
Jun 9, 2026
99.23F1 Score
11
Jun 9, 2026
36.57F1 Score
11
Jun 9, 2026
91.11F1-score
11
Jun 9, 2026
97.99F1 Score
11
Jun 9, 2026
92.53F1-score
11
Jun 9, 2026
98.2F1 Score
11
Jun 9, 2026
52.99F1 Score
11
Jun 9, 2026
67.61F1 Score
11
Jun 9, 2026
92.08F1 Score
11
Jun 9, 2026
73.02Macro F1
10
Feb 26, 2026
81.97Macro F1 Score
10
Feb 26, 2026
72.96Macro F1
9
Feb 26, 2026
0.888Macro F1
9
Feb 26, 2026
96.58Macro-F1
8
Apr 21, 2026
75.7MD Metric
8
Mar 17, 2026