Class-incremental learning
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
94.29Final Accuracy
10
Feb 26, 2026
68.4Last Accuracy
10
Feb 26, 2026
69.99Last Accuracy
10
Feb 26, 2026
70.56Top-1 Accuracy
10
Feb 26, 2026
0.804Accuracy
10
Feb 26, 2026
80.41Accuracy (LA)
10
Feb 26, 2026
95.1Top-5 Avg Acc
10
Feb 26, 2026
88FAA
10
Feb 26, 2026
94.45Average Accuracy (A_bar)
9
Jun 25, 2026
86.36Accuracy
9
Jun 11, 2026
88.72Accuracy
9
Jun 11, 2026
75.78Accuracy
9
May 28, 2026
84.77Average Accuracy
9
May 11, 2026
87.57Average Accuracy
9
May 11, 2026
88.15Average Accuracy
9
May 11, 2026
85.14Average Accuracy
9
May 11, 2026
88.67Average Accuracy
9
May 11, 2026
89.49Average Accuracy
9
May 11, 2026
73.26AT Accuracy
9
Apr 6, 2026
10.73AAUC
9
Apr 1, 2026
84.65Accuracy
9
Mar 25, 2026
87.74Accuracy
9
Mar 25, 2026
95.89Average Accuracy
9
Mar 17, 2026
89.37Average Accuracy
9
Mar 17, 2026
73.5Last Accuracy
9
Mar 10, 2026