Online Continual Learning
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
14.22Last Accuracy (AT)
15
Mar 17, 2026
27.11Last Accuracy (AT)
15
Mar 17, 2026
24.11Last Accuracy (AT)
15
Mar 17, 2026
37.51Last Accuracy (AT)
15
Mar 17, 2026
98.3Accuracy
15
Feb 27, 2026
57Accuracy (1-shot)
11
May 7, 2026
66.13Online Accuracy (unknown)
9
Mar 19, 2026
30.53AAUC
9
Feb 26, 2026
34.33AAUC
9
Feb 26, 2026
28.6Accuracy
8
Feb 27, 2026
33Accuracy
8
Feb 27, 2026
98.3Accuracy
7
Feb 27, 2026
50.11A10
7
Feb 26, 2026
41.35A5
7
Feb 26, 2026
92.65A5 Accuracy
7
Feb 26, 2026
25.3Accuracy
4
Feb 27, 2026
—
—Average Accuracy
0
Feb 26, 2026