Continual Learning
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
86.65Average Accuracy
7
May 6, 2026
73.48Accuracy
7
May 6, 2026
91.1Accuracy on Current Task (AccA)
7
Apr 9, 2026
75.01Last Task Accuracy
7
Mar 26, 2026
70.2Mean BWT
7
Mar 31, 2026
0BWT
7
Feb 26, 2026
0BWT
7
Feb 26, 2026
70.02Mean Test Accuracy
7
Feb 26, 2026
66.4Stage 1 Accuracy
6
Jun 16, 2026
79.9Acc (Order-1)
6
Jun 11, 2026
95Average Accuracy
6
Jun 2, 2026
14.86BWT
6
May 28, 2026
69Accuracy
6
May 13, 2026
96.7Accuracy (Other)
6
Mar 31, 2026
90.11FAA
6
Mar 25, 2026
99.31FAA
6
Mar 25, 2026
75.1FAA
6
Mar 25, 2026
77.99Avg. Accuracy
6
Feb 26, 2026
41.26Avg Accuracy
6
Feb 26, 2026
50.21Avg. Accuracy
6
Feb 26, 2026
70.05Forward Retention
6
Feb 26, 2026
67.82Forward Retention (FR)
6
Feb 26, 2026
41.8T1
6
Feb 26, 2026
0.768Forward Transfer (FWT)
6
Feb 26, 2026
77.03FAP
6
Feb 26, 2026