Multiclass Classification
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
1,662Elo Rating
63
Jun 30, 2026
0.811Average Balanced Accuracy
56
Feb 26, 2026
91.4Macro F1 Score
48
May 25, 2026
44.1MacroF1 (Min)
42
Apr 21, 2026
32.6SGMε
42
Jun 4, 2026
56.6Accuracy
41
May 12, 2026
83.13Accuracy
36
Apr 1, 2026
90Macro F1 Score
33
Apr 24, 2026
78.9Macro AUC
31
May 19, 2026
3.75Rank
31
Apr 7, 2026
0.224L1 calibration error
26
Mar 12, 2026
80.02MCC
24
Jun 29, 2026
77.02Accuracy
20
Jun 19, 2026
84.46F1 Score
20
May 19, 2026
97.33Accuracy
18
Apr 29, 2026
0.562Log Loss (Posterior Expected)
18
Feb 26, 2026
0.266Log Loss (Posterior)
18
Feb 26, 2026
46Macro F1
17
Feb 26, 2026
91.6Accuracy
10
Jun 1, 2026
0.11SGM Error
10
Apr 7, 2026
0.438LogLoss
10
Mar 5, 2026
0.218LogLoss
10
Mar 5, 2026
0.413LogLoss
10
Mar 5, 2026
0.014LogLoss
10
Mar 5, 2026
70.2Accuracy
9
Jun 16, 2026