Continual Learning
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
81.55Accuracy (%)
23
Feb 26, 2026
97.6Accuracy (ACC)
22
May 1, 2026
25.55AAUC
22
Apr 1, 2026
73.78AAUC
22
Apr 1, 2026
54.99AAUC
22
Apr 1, 2026
88.4Average AUC (AAUC)
22
Apr 1, 2026
1.7Average Training Time per Task
21
Mar 4, 2026
2.76Avg Training Time per Task
21
Mar 4, 2026
8.31Training Time per Task
21
Mar 4, 2026
94.92Accuracy
20
Jun 23, 2026
49.26AP
20
Jun 2, 2026
49.48AP
20
Jun 2, 2026
84.86Average Performance (AP)
20
Jun 2, 2026
82.87AP
20
Jun 2, 2026
-4.67Backward Transfer (BWT)
20
Apr 10, 2026
88.41Forward Transfer Accuracy (FAA)
20
Jul 7, 2026
87.55Accuracy
20
Feb 26, 2026
86.2Final Accuracy
20
Feb 26, 2026
99.98Mean Test Accuracy
19
Feb 26, 2026
97.25AT
19
Feb 26, 2026
50.97Order Preservation (OP)
18
Jun 29, 2026
91.31Average Accuracy (AA)
18
Apr 27, 2026
4,538.8Figure of Merit (FoM)
18
Apr 2, 2026
242.4FoM
18
Apr 2, 2026
88.54Average Accuracy (AA)
18
Jun 29, 2026