Class-incremental learning
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
44.81Last Accuracy
15
Mar 12, 2026
49.93Last Accuracy
15
Mar 12, 2026
72.25Last Accuracy
15
Mar 12, 2026
73.25Last Accuracy
15
Mar 12, 2026
37.21Last Accuracy
15
Mar 12, 2026
42.33Last Accuracy
15
Mar 12, 2026
89.3Accuracy
15
Feb 26, 2026
66.95Avg Incremental Accuracy
15
Feb 26, 2026
80.01Average Accuracy
14
May 20, 2026
81.14Average Accuracy
14
May 20, 2026
81.44Last Accuracy
14
Jul 3, 2026
69.38AT Score
14
Apr 6, 2026
71.13Average Task Accuracy (AT)
14
Apr 6, 2026
76.1A_last
14
Mar 24, 2026
60.14Average Accuracy
14
Feb 26, 2026
87.96Avg Accuracy
14
Feb 26, 2026
72.01Accuracy
14
Feb 26, 2026
76.2Average Incremental Accuracy
14
Feb 27, 2026
79.5Avg Incremental Acc
14
Feb 27, 2026
76.7Avg Incremental Acc
14
Feb 27, 2026
56.88Average Last Accuracy
14
Mar 16, 2026
89.1Top-5 Acc (Avg)
14
Feb 26, 2026
100Accuracy (Session 0)
13
Jul 8, 2026
79.89Average Accuracy
13
Jun 11, 2026
72.51Average Accuracy
13
May 29, 2026