Class-incremental learning
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
83.94Accuracy
19
Feb 26, 2026
80.41Avg Top-1 Acc
19
Feb 26, 2026
60.4Average Accuracy (SD)
18
May 12, 2026
91.32Avg Performance (A-bar)
18
Mar 13, 2026
39.4Avg Forgetting
18
Feb 26, 2026
80.4Average Metric
18
Feb 26, 2026
93.93Average Accuracy
18
Feb 26, 2026
25.15Accuracy
17
May 20, 2026
71.57Average Performance (A-bar)
17
May 28, 2026
92.51Average Accuracy
17
Mar 24, 2026
82.2Last Accuracy
17
Feb 26, 2026
79.9Avg Accuracy
17
Feb 26, 2026
69.46Avg Accuracy
17
Feb 26, 2026
82.83Average Performance
16
Jun 25, 2026
80.64Accuracy
16
Mar 13, 2026
18.19Final Forgetting
16
Feb 26, 2026
62.4Alast
16
Feb 26, 2026
78Average Accuracy
16
Feb 27, 2026
78Avg Acc
16
Feb 27, 2026
66.36Average Accuracy
16
Jul 1, 2026
86.9Final Accuracy
15
May 22, 2026
72.16Avg Accuracy
15
Apr 14, 2026
64.29Average Last Accuracy
15
Mar 16, 2026
52.71Average Last Accuracy
15
Mar 16, 2026
0.66Peak GPU Memory (GB)
15
Mar 13, 2026