Active Learning
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
14.7AULC
48
Jun 9, 2026
97.24AUC Ratio
40
Jun 9, 2026
99.28AUC Ratio
40
Jun 9, 2026
99.57ROC-AUC Ratio
40
Jun 9, 2026
58.82AULC
33
May 26, 2026
58.37LL
33
May 26, 2026
95.4Accuracy
29
Jul 2, 2026
1.43Average Rank
22
Jul 7, 2026
0.98Mean Error
21
Jun 11, 2026
96.9Accuracy
19
Jul 2, 2026
29.8Coverage@5
16
Mar 26, 2026
49.3Coverage@5
16
Mar 26, 2026
56Coverage@5
16
Mar 26, 2026
13.37Accuracy
12
Feb 26, 2026
67.37Accuracy
12
Feb 26, 2026
19Highest Mean (Bayesian)
10
May 12, 2026
98.41Accuracy
10
May 12, 2026
89.77Accuracy
10
May 12, 2026
80.89Accuracy
10
May 12, 2026
88Accuracy
10
May 12, 2026
89.57Accuracy
10
May 12, 2026
93.42Accuracy
10
May 12, 2026
89.38Accuracy
10
May 12, 2026
0.15RMSE
10
Apr 7, 2026
0.17RMSE
10
Apr 7, 2026