Continual Learning
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
55.53AAUC
11
Apr 1, 2026
64.47ALast Score
11
Mar 4, 2026
65.01A10
11
Feb 26, 2026
76.84A5 Accuracy
11
Feb 26, 2026
0BWT
11
Apr 20, 2026
96.84Avg Per-Task Accuracy
11
Feb 26, 2026
74.16Accuracy (S6)
11
Feb 26, 2026
75.09Accuracy (S2)
11
Feb 26, 2026
97.73Accuracy
11
Feb 26, 2026
45.68OP (%)
10
Jun 29, 2026
63Overall Performance (OP)
10
Jun 26, 2026
98.6Continual Accuracy
10
Jun 11, 2026
55.97Accuracy
10
Jun 11, 2026
57.9AutoAttack AA
10
Jun 1, 2026
85.64AutoAttack Accuracy
10
Jun 1, 2026
63.08AutoAttack Success Rate
10
Jun 1, 2026
88.8ImageNet-R Accuracy
10
May 15, 2026
100Accuracy
10
May 12, 2026
89.12Final Accuracy
10
May 11, 2026
50.31OP
10
May 8, 2026
40.88FA
10
Mar 24, 2026
35.04FA
10
Mar 24, 2026
31.91FA Score
10
Mar 24, 2026
74.85Accuracy (Last Task)
10
May 11, 2026
65.9Acc t1
10
Feb 26, 2026