Class-incremental learning
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
64.86Last Accuracy
9
Mar 10, 2026
80.4Avg Top-1 Acc
9
Feb 26, 2026
81.49Avg Top-1 Acc
9
Feb 26, 2026
87.33AN (Avg Novelty/Accuracy)
9
Feb 26, 2026
92.64Average Accuracy
9
Feb 26, 2026
77.72ACC5
9
Feb 26, 2026
97.7Average Accuracy
8
Apr 16, 2026
71.49Average Inference Accuracy
8
Mar 12, 2026
71.74Average Accuracy
8
Mar 12, 2026
62.44Last Accuracy
8
Mar 11, 2026
77.19Last Accuracy
8
Mar 11, 2026
71.41Last Accuracy
8
Mar 11, 2026
0.486Accuracy
8
Feb 26, 2026
49.32Final Accuracy
8
Feb 26, 2026
54.31Final Accuracy
8
Feb 26, 2026
56.03Accuracy
8
Feb 26, 2026
61.85AIA
8
Feb 26, 2026
65.93AIA
8
Feb 26, 2026
67.44AIA
8
Feb 26, 2026
79.91Avg Top-1 Acc
8
Feb 26, 2026
0.799Avg Top-1 Accuracy
8
Feb 26, 2026
77.2Avg Top-1 Acc
8
Feb 26, 2026
70.67Accuracy (t=0..10)
8
Feb 26, 2026
81.49Average Accuracy
8
Feb 26, 2026
69.72Avg Inc Acc (5 tasks)
8
Feb 26, 2026