Task-Incremental Continual Learning
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
90.1Average Task Accuracy (AAT)
11
Apr 9, 2026
17.9AutoAttack AA (%)
10
Jun 1, 2026
10.3AutoAttack Success Rate (%)
10
Jun 1, 2026
85.64AutoAttack
10
Jun 1, 2026
43.4Average Task Accuracy (AAT)
6
Mar 10, 2026
37.2AAT
6
Mar 10, 2026
73.89Average Task Accuracy (AAT)
6
Mar 10, 2026
13.1Forgetting
6
Feb 26, 2026
5.75Forgetting
6
Feb 26, 2026
1.24Forgetting
6
Feb 26, 2026