Hierarchical classification
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
98Macro F1
36
Feb 26, 2026
85.58LA
18
May 29, 2026
83.4Leaf Accuracy (LA)
18
May 29, 2026
1.54Weighted Hierarchical Distance (WgtAvg)
15
Feb 26, 2026
1.45Hierarchical Distance (HD)
15
Feb 26, 2026
1.44Hierarchical Distance (HD)
15
Feb 26, 2026
80.81Accuracy
14
Feb 26, 2026
1.22Parent-child Violation Rate
12
Jul 1, 2026
1.85Parent-child Violation Rate
12
Jul 1, 2026
4.56Parent-child Violation Rate
12
Jul 1, 2026
61.3Accuracy
12
Jun 17, 2026
97.8Success Rate
12
Jun 11, 2026
78.72LA Score
12
May 29, 2026
0.779Accuracy
12
Feb 26, 2026
2.94TIE
10
Mar 24, 2026
76.61Accuracy
8
May 21, 2026
89.85Accuracy
8
May 21, 2026
80.14Accuracy
8
May 21, 2026
1.022LE
8
Apr 2, 2026
0.263LE Metric
8
Apr 2, 2026
0.09LE Metric
8
Apr 2, 2026
0.9LE
8
Apr 2, 2026
1.007LE
8
Apr 2, 2026
100Coverage (COV)
7
Apr 13, 2026
100Coverage (COV.)
7
Apr 13, 2026