Class-incremental learning
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
27.99Accuracy
22
Feb 26, 2026
36.15Accuracy
22
Feb 26, 2026
38.5Final Average Accuracy (FAA)
21
Mar 4, 2026
47.32FAA
21
Mar 4, 2026
85.22Average Performance (A-bar)
21
May 11, 2026
79.4Accuracy
21
Feb 26, 2026
59.99Accuracy
21
Feb 26, 2026
62.35Average Accuracy
21
Feb 26, 2026
90.41Average Accuracy
20
May 14, 2026
86.91Average Accuracy
20
May 14, 2026
95.63Average Accuracy
20
May 14, 2026
94.43Average Accuracy
20
May 14, 2026
51.5Alast
20
Mar 24, 2026
69.9AN
20
Feb 26, 2026
60.54Final Accuracy
20
Mar 12, 2026
74.51Final Accuracy
20
Mar 12, 2026
59.99Average Accuracy
20
Feb 26, 2026
80.41Avg Top-1 Acc
20
Jul 3, 2026
76.67Avg Inc Acc (General)
20
Feb 26, 2026
90.81Average Accuracy
20
Feb 26, 2026
92.33Average Performance (A-bar)
19
Jun 25, 2026
86.1Average Accuracy
19
May 12, 2026
88.5Average Accuracy
19
May 12, 2026
84.55Average Accuracy
19
May 14, 2026
73.82Avg Accuracy
19
May 28, 2026