Binary Classification
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
0.82Accuracy
9
Feb 26, 2026
77.36Accuracy (Books)
9
Feb 26, 2026
84.25Books Accuracy
9
Feb 26, 2026
83.95Accuracy (Books)
9
Feb 26, 2026
84.7RateBeer Beer Churn Score
8
Jul 8, 2026
94.3WGA
8
Jun 24, 2026
83.2Worst Group Accuracy (WGA)
8
Jun 24, 2026
73Accuracy
8
Jun 17, 2026
96.78Accuracy
8
Jun 17, 2026
99.89Accuracy
8
Jun 17, 2026
0.98Accuracy
8
Jun 17, 2026
93.41Accuracy
8
Jun 17, 2026
0.057Test MSE
8
May 26, 2026
27.1Error Rate
8
May 25, 2026
19.8Error Rate
8
May 25, 2026
0.001P-Value
8
May 19, 2026
96.7Weighted F1
8
May 12, 2026
96.8Weighted F1
8
May 12, 2026
87.8Weighted F1
8
May 12, 2026
-0.3LPPD
8
Apr 21, 2026
67Accuracy
8
Apr 13, 2026
82.9NS-F1
8
Mar 30, 2026
95.965Mean F1 Score
8
Feb 26, 2026
65.566Mean F1 Score
8
Feb 26, 2026
90.21Mean F1 Score
8
Feb 26, 2026