Continual Learning
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
99.99Avg Acc
149
Feb 26, 2026
18.5BWT (%)
135
Jun 29, 2026
95.38Average Per-Task Accuracy
117
Jun 23, 2026
0.811Avg Final Acc
71
May 12, 2026
95.41Mean Accuracy
69
May 6, 2026
28.4Accuracy
66
Feb 26, 2026
30.1Accuracy
66
Feb 26, 2026
60.1Accuracy
66
Feb 26, 2026
85.8AACC
64
Feb 26, 2026
87.18Average ACC@10
64
Jul 7, 2026
94.08Mean Test Accuracy
62
May 12, 2026
8.95AF (%)
60
Feb 27, 2026
56.3Accuracy
60
Feb 27, 2026
78.3Accuracy
60
Feb 27, 2026
80Accuracy (CL Suite Test)
57
May 22, 2026
26Forgetting Rate
57
Feb 26, 2026
38.7Avg Accuracy
57
Feb 26, 2026
92.4Accuracy
56
Mar 12, 2026
92.35ACC
54
May 13, 2026
5.6Average Forgetting Rate
51
Feb 27, 2026
11.7Average Forgetting Rate
51
Feb 27, 2026
10Avg Forgetting Rate
51
Feb 27, 2026
1.4Average Forgetting Rate
51
Feb 27, 2026
81.9Average Performance
50
Feb 26, 2026
70BWT
47
Jun 12, 2026