Class-incremental learning
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
17.69FB Score
10
May 14, 2026
23.54FB
10
May 14, 2026
20.5FB
10
May 14, 2026
15.89FB Score
10
May 14, 2026
29.3FB Metric
10
May 28, 2026
28.27Forward Balance (FB)
10
May 28, 2026
22.41FB Score
10
May 28, 2026
25.82FB Metric
10
May 14, 2026
66.9Accuracy
10
May 12, 2026
95.5Accuracy (T-10)
10
Apr 2, 2026
94.24Average Accuracy
10
Mar 17, 2026
63.19Average Accuracy
10
Mar 17, 2026
82.17Average Accuracy
10
Mar 17, 2026
94.1Average Accuracy
10
Mar 17, 2026
82.06FAA
10
Mar 12, 2026
88.31Last Task Accuracy (AT)
10
Mar 12, 2026
66.76Last Accuracy
10
Mar 10, 2026
59.38Average Mean Accuracy
10
Mar 4, 2026
65.19Average Mean Accuracy (AMean)
10
Mar 4, 2026
75.34AMean
10
Mar 4, 2026
76.97AMean (Accuracy)
10
Mar 4, 2026
74.57Average Mean Accuracy
10
Mar 4, 2026
51.08Average Mean Accuracy
10
Mar 4, 2026
57.05AMean
10
Mar 4, 2026
0.83Avg Acc.
10
Feb 26, 2026