Online Continual Learning
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
40.11Avg Accuracy
42
Feb 26, 2026
11.55Average Forgetting
42
Feb 26, 2026
56.32Accuracy
42
Feb 26, 2026
12.6Accuracy
31
Feb 27, 2026
28.6Accuracy
31
Feb 27, 2026
55.6Accuracy
31
Feb 27, 2026
79.51Accuracy
28
Feb 26, 2026
5.73Average Forgetting
28
Feb 26, 2026
15.97Accuracy
21
Feb 26, 2026
24.83Accuracy
21
Feb 26, 2026
52.3Accuracy
21
Feb 26, 2026
63.82AFinal
20
Mar 11, 2026
76.78AFinal
20
Mar 11, 2026
3,300Accuracy
20
Feb 27, 2026
74.2Accuracy
20
Feb 27, 2026
98.3Accuracy
20
Feb 27, 2026
57.12AAUC
20
Feb 26, 2026
78.31Average AUC
20
Feb 27, 2026
25.3Accuracy
19
Feb 27, 2026
44.88AAUC
18
Feb 26, 2026
41.77AAUC
18
Feb 26, 2026
78.3AAUC
17
May 13, 2026
40.6AAUC
17
May 13, 2026
62.9AAUC
17
May 13, 2026
95.2Mean Accuracy (5 Tasks)
16
May 29, 2026