Attribute Classification
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
69.58Average Worst-Group Accuracy
60
Apr 3, 2026
83.86Accuracy
16
Feb 26, 2026
98.1Accuracy
15
Feb 26, 2026
71.7mAUROC
15
Feb 26, 2026
100Accuracy (EN)
10
May 26, 2026
71.7mAUROC
9
Feb 26, 2026
81.37Accuracy (Df)
8
Mar 30, 2026
98.91Accuracy (Df)
8
Mar 30, 2026
95.66Accuracy
8
Feb 26, 2026
67.4Devices Accuracy
7
Mar 5, 2026
100Background Accuracy
7
Mar 5, 2026
82.52Accuracy
7
Feb 26, 2026
94.27Accuracy
7
Feb 26, 2026
84.01Accuracy
7
Feb 26, 2026
91.2Accuracy
6
Jul 2, 2026
50.24Macro F1
6
Mar 18, 2026
18.34Macro-F1
5
Mar 18, 2026
50.38Macro F1
5
Mar 18, 2026
5.67Macro F1 Score
5
Mar 18, 2026
66.9Average Accuracy
5
Mar 10, 2026
82Average Accuracy
5
Mar 10, 2026
55.15RC
5
Feb 26, 2026
88.93Unbiased Accuracy
5
Feb 26, 2026
86.76Unbiased Acc
5
Feb 26, 2026
98.65Unbiased Acc
5
Feb 26, 2026