Continual Learning
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
73Average Performance
15
Mar 10, 2026
61Average Accuracy
15
Mar 10, 2026
44Average Accuracy
15
Mar 10, 2026
8.29ECE
15
Mar 4, 2026
8.63ECE
15
Mar 4, 2026
74.2Forward Transfer (FWT)
15
Jun 26, 2026
82.02AP
15
Feb 26, 2026
92.64Avg Per-Task Accuracy
15
Jun 29, 2026
70.3Accuracy
15
May 12, 2026
6.89Forgetting Rate (FRG)
15
Feb 26, 2026
64Accuracy
15
Feb 26, 2026
66.7Accuracy
15
Feb 26, 2026
65.3Accuracy
15
Feb 26, 2026
73.6Order 4
14
Jun 5, 2026
94FWT
14
Jun 26, 2026
50.9Average Score
14
Feb 26, 2026
82OP
14
Feb 26, 2026
6.35ECE
14
Mar 4, 2026
63.14AAUC
14
Feb 26, 2026
47.16AAUC
14
Feb 26, 2026
71.84ACC10
14
Feb 26, 2026
82.92A1:N
14
Feb 26, 2026
91.2Science Test Performance
13
May 22, 2026
59.2Math Test Accuracy
13
May 22, 2026
73.93Average Performance
13
May 22, 2026