Binary Classification
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
0.896ROC-AUC
17
Feb 26, 2026
81.8ROC AUC
17
Feb 26, 2026
85ROC AUC
17
Feb 26, 2026
82.7Accuracy
16
Jun 1, 2026
83.4Accuracy
16
Jun 1, 2026
84.1Average Score
16
May 13, 2026
93.2Average Accuracy
16
May 13, 2026
93.51AUC
16
May 14, 2026
81.36Accuracy
16
Mar 4, 2026
84.25Accuracy
16
Mar 4, 2026
91.81Accuracy
16
Mar 4, 2026
16.25Error Rate
16
Feb 26, 2026
32.36Error Rate
16
Feb 26, 2026
6.4Misclassification Rate
16
Feb 26, 2026
81.8Accuracy (Test)
16
Feb 26, 2026
10.7Misclassification Rate
16
Feb 26, 2026
81.51Average AUC
16
Feb 26, 2026
0.86Atelectasis AUC
16
Jul 7, 2026
86.72F1 Score
16
Feb 26, 2026
100Accuracy (Random Ordering)
15
Jun 18, 2026
5.3ECE
15
May 19, 2026
96.96Accuracy
15
May 1, 2026
82.58Accuracy
15
May 1, 2026
89.21Accuracy
15
May 1, 2026
82.69Accuracy
15
Feb 26, 2026