Unsupervised Online Label Shift
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
1.7Classification Error (Bernoulli)
18
Feb 26, 2026
6.6Classification Error
9
Feb 26, 2026
0.069Classification Error
9
Feb 26, 2026
4.1Classification Error
9
Feb 26, 2026
5.1Classification Error
9
Feb 26, 2026
4.4Classification Error
9
Feb 26, 2026
5.3Classification Error
9
Feb 26, 2026
6.8Classification Error
9
Feb 26, 2026
0.077Classification Error
9
Feb 26, 2026
0.022Classification Error Rate
9
Feb 26, 2026
2.5Classification Error
9
Feb 26, 2026
3.6Classification Error
9
Feb 26, 2026
5.2Classification Error
9
Feb 26, 2026
7.8Error (Ber)
9
Feb 26, 2026
3.5Classification Error (Ber)
9
Feb 26, 2026
0.04Error Rate (Bernoulli)
9
Feb 26, 2026
6.3Classification Error (Bernoulli Shift)
9
Feb 26, 2026
0.037Classification Error (Ber)
9
Feb 26, 2026
0.077Classification Error (Ber)
9
Feb 26, 2026
3.7Classification Error (Ber)
9
Feb 26, 2026
3.9Error (Bernoulli)
9
Feb 26, 2026
5.4Classification Error (Bernoulli)
9
Feb 26, 2026
3.7Classification Error (Bernoulli)
9
Feb 26, 2026