Continual Learning
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
84.08Accuracy
10
Feb 26, 2026
68.3Accuracy Transfer
10
Feb 26, 2026
-0.92Average Forgetting Ratio
10
Feb 26, 2026
-0.73Avg Forgetting Ratio
10
Feb 26, 2026
40.11SQuAD (QG)
9
Jun 23, 2026
74.98Overall Accuracy (SC+LS)
9
Jun 5, 2026
78.87Order 1 Accuracy
9
Jun 5, 2026
1.85FWT (Order 1)
9
Jun 2, 2026
11.9AutoAttack Success Rate
9
Jun 1, 2026
83.72Average Accuracy
9
May 11, 2026
83.41Average Accuracy
9
May 11, 2026
86.53Average Accuracy
9
May 11, 2026
87.1Average Accuracy
9
May 11, 2026
87.53Average Accuracy
9
May 11, 2026
115.8Number of Connections
9
May 6, 2026
9.1Forgetting
9
Apr 27, 2026
55.2Average Accuracy
9
Apr 27, 2026
74.73Accuracy
9
Mar 25, 2026
81.17Accuracy
9
Mar 25, 2026
79.88Accuracy
9
Mar 25, 2026
2.38Max Performance
9
Mar 13, 2026
4.3Memory Usage (GB)
9
Mar 4, 2026
6.7Memory Usage (GB)
9
Mar 4, 2026
94.61Average Task Accuracy (AT)
9
Mar 4, 2026
53.31Avg. ACC
9
Feb 26, 2026