Binary Classification
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
80.9Top-1 Accuracy
113
Apr 14, 2026
1,782Elo Rating
74
Jun 4, 2026
63.54MCC
66
Jun 29, 2026
95.2Accuracy
64
Feb 26, 2026
0.774Accuracy
59
Apr 10, 2026
100Accuracy
54
Jul 7, 2026
87.62R+ Metric Value
52
May 21, 2026
97.69Accuracy
51
Mar 4, 2026
100Accuracy
47
Jul 7, 2026
60.5MacroF1 (Min)
42
Apr 21, 2026
0.7FPR @ 98% TPR
41
Feb 26, 2026
69.9FPR @ 98% TPR
41
Feb 26, 2026
64FPR @ 98% TPR
41
Feb 26, 2026
79.9Macro F1 Score
40
Mar 23, 2026
0.896AUROC
40
Feb 26, 2026
68.1AUROC
40
Feb 26, 2026
98Accuracy
39
Mar 4, 2026
0.925AUROC
39
Feb 26, 2026
0.84AUC
38
May 13, 2026
96.4Macro F1 Score
36
May 13, 2026
96.3AUC
36
May 11, 2026
76PR AUC
36
Mar 18, 2026
0.323PR AUC
36
Mar 18, 2026
78.7PR AUC
36
Mar 18, 2026
87.7F1 Score
35
Apr 24, 2026