Online Class-Incremental Learning
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
43.2FAA (%)
115
May 29, 2026
39.5Average Accuracy
60
Apr 16, 2026
32.4FAA (%)
30
May 29, 2026
56.5Average Accuracy
30
Apr 16, 2026
76.1Average Accuracy
30
Apr 16, 2026
8.2Average Forgetting
30
Apr 16, 2026
9.8Average Forgetting
30
Apr 16, 2026
81.5Final Mean Accuracy
26
May 13, 2026
89.5Final Mean Accuracy
26
May 13, 2026
78.3Final Mean Accuracy
26
May 13, 2026
98.2Final Mean Accuracy
26
May 13, 2026
94Final Mean Accuracy
26
May 13, 2026
69.4Final Mean Accuracy
26
May 13, 2026
97.3Final Mean Accuracy
26
May 13, 2026
98.7Final Mean Accuracy
26
May 13, 2026
100Final Mean Accuracy
26
May 13, 2026
100Final Mean Accuracy
26
May 13, 2026
17.08Final Average Accuracy
24
Feb 26, 2026
28.15Final Accuracy
24
Feb 26, 2026
64.83Final Avg Accuracy
24
Feb 26, 2026
56.8FAA (%)
21
May 29, 2026
78.04Accuracy (Stage 5)
21
Feb 26, 2026
0.013Average Forgetting
11
May 13, 2026
4.1Average Forgetting
11
May 13, 2026
0Average Forgetting
11
May 13, 2026