Class-incremental learning
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
62.53Accuracy
6
Feb 26, 2026
46.48Accuracy
6
Feb 26, 2026
61.74Accuracy
6
Feb 26, 2026
34.85Final Accuracy
6
Feb 26, 2026
37.99Final Accuracy
6
Feb 26, 2026
38.1Final Accuracy
6
Feb 26, 2026
81.74Average Accuracy (All Sessions)
6
Feb 26, 2026
70.31AT Accuracy
5
May 13, 2026
83.12Task Accuracy (AT)
5
May 13, 2026
89.8Accuracy (Novel Classes)
5
Feb 26, 2026
58.9Accuracy (4 Tasks)
5
Feb 26, 2026
0.1Trainable Params (MB)
5
Feb 26, 2026
44.45AP
4
Jun 11, 2026
43.83AP
4
Jun 11, 2026
35.62Average Forgetting
4
Apr 23, 2026
83.2Accuracy (Task 1)
4
Mar 24, 2026
82.27Last Accuracy (Alast)
4
Mar 20, 2026
67.53Last Accuracy (Alast)
4
Mar 20, 2026
69.42Last Accuracy
4
Mar 10, 2026
68.86Last Accuracy
4
Mar 10, 2026
82.44Average Accuracy (A_bar)
3
May 29, 2026
0.439Top-1 Accuracy
3
Feb 26, 2026
10.45Avg Forgetting
3
Feb 26, 2026
11.33Accuracy
3
Feb 26, 2026
70.58Accuracy
3
Feb 26, 2026