Multiclass Classification
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
91.9Weighted F1
8
May 12, 2026
83.7Weighted F1
8
May 12, 2026
96Average Accuracy
8
Apr 29, 2026
70.02Accuracy
8
Apr 29, 2026
65.96Average Accuracy
8
Apr 29, 2026
0.446Kappa (κF1)
8
Feb 26, 2026
77.4AUROC
7
Jun 30, 2026
99.25AUC
7
Mar 10, 2026
100AUC
7
Mar 10, 2026
99.93AUC
7
Mar 10, 2026
96.63AUC
7
Mar 10, 2026
100AUC
7
Mar 10, 2026
99.76AUROC
7
Feb 26, 2026
0.285Cross-Entropy Loss
7
Feb 26, 2026
2.567Cross-Entropy
7
Feb 26, 2026
2.204Cross-Entropy Loss
7
Feb 26, 2026
0.457Cross-Entropy Loss
7
Feb 26, 2026
52.9DP
7
Feb 26, 2026
6.4DP
7
Feb 26, 2026
2.3Rank
6
Jul 7, 2026
99.2Accuracy
6
Jul 7, 2026
70.2Accuracy
6
Jun 16, 2026
69R500
6
Mar 11, 2026
83R500 Score
6
Mar 11, 2026
0.76R500
6
Mar 11, 2026