Continual Learning
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
2.5Task Forgetting (FGT_T)
46
May 12, 2026
98.6Mean Test Accuracy
44
Feb 26, 2026
1.8Average Forgetting
39
May 12, 2026
86.26Average Accuracy (20 Tasks)
38
Jun 29, 2026
80.28BWT (Avg Order 1-3)
38
Feb 26, 2026
0.272Relative Forgetting
36
Feb 26, 2026
6.16Relative Forgetting
36
Feb 26, 2026
-1.3BWT
35
Feb 26, 2026
51.67AA Score
34
May 19, 2026
52.31AA Score
34
May 19, 2026
62.09AA
34
May 19, 2026
47.91AA
34
May 19, 2026
51.59AA Score
34
May 19, 2026
61.7Average Accuracy
33
Jun 11, 2026
43.82Overall Performance (OP)
33
May 28, 2026
95.5Average Accuracy
32
May 18, 2026
80AAUC
32
Jun 9, 2026
87.2Average Accuracy
32
May 18, 2026
91.93Final Average Accuracy (FAA)
31
Mar 4, 2026
2.9Average Forgetting
30
May 12, 2026
69.5Accuracy
30
Feb 26, 2026
58.28ACC
29
Feb 26, 2026
78.1Average Accuracy
28
May 22, 2026
92.61FAA
28
Jul 7, 2026
80.9Average Score
27
May 28, 2026