Class-incremental learning
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
89.56Accuracy
36
Mar 5, 2026
89.13Accuracy
36
Mar 5, 2026
89.77Average Accuracy (A_T)
35
Mar 13, 2026
0.51BWT (Backward Transfer)
35
May 20, 2026
75.54Average Incremental Accuracy
35
Feb 26, 2026
98.61Average Accuracy
35
Feb 26, 2026
85.35Last Accuracy
34
May 20, 2026
0.04Forgetting
33
Feb 26, 2026
77.5Avg Accuracy
33
May 12, 2026
86.64Last Accuracy
33
Mar 16, 2026
86.79Last Accuracy
32
May 28, 2026
92.31Avg Accuracy
32
May 14, 2026
86.37Accuracy (20 Tasks)
32
May 28, 2026
89.4Accuracy
31
May 13, 2026
83.2Accuracy (10 Tasks)
31
May 12, 2026
49.4Accuracy
31
May 18, 2026
76.12Final Accuracy
30
Jul 3, 2026
69.9Average Novelty
30
Mar 4, 2026
69.98Accuracy
30
May 20, 2026
-43.78BWT
30
Mar 4, 2026
74.05Last Accuracy
29
May 29, 2026
52.77Accuracy
29
Jun 25, 2026
64.3Alast
28
Mar 24, 2026
77.3Alast Accuracy
28
Mar 24, 2026
85.44Last Accuracy
28
Mar 13, 2026