Multi-class classification
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
1Mean ROC-AUC OvO
7
Feb 26, 2026
63.594Mean ROC-AUC (OvO)
7
Feb 26, 2026
0.981Mean ROC-AUC OvO
7
Feb 26, 2026
100Mean ROC-AUC OvO
7
Feb 26, 2026
0.727Mean ROC-AUC (OvO)
7
Feb 26, 2026
95.301Mean ROC-AUC OvO
7
Feb 26, 2026
99.963Mean ROC-AUC OvO
7
Feb 26, 2026
99.548Mean ROC-AUC OvO
7
Feb 26, 2026
100Mean ROC-AUC OvO
7
Feb 26, 2026
94.589Mean ROC-AUC OvO
7
Feb 26, 2026
62.622Mean ROC-AUC OvO
7
Feb 26, 2026
99.626Mean ROC-AUC OvO
7
Feb 26, 2026
65.774Mean ROC-AUC OvO
7
Feb 26, 2026
94.2Accuracy
7
Feb 26, 2026
79.6Macro-F1
7
Feb 26, 2026
96.08Accuracy
7
Feb 26, 2026
56.71Accuracy (Weighted)
7
Feb 26, 2026
59.54Weighted Acc (%)
7
Feb 26, 2026
79.16Weighted Accuracy (%)
7
Feb 26, 2026
0.841Accuracy (A->W)
7
Feb 26, 2026
8.8Average Prediction Set Size
6
Jun 11, 2026
8.3Average Prediction Set Size
6
Jun 11, 2026
8.5Average Prediction Set Size
6
Jun 11, 2026
0.029CEL
6
Apr 23, 2026
91AUC
6
Apr 13, 2026