Class-incremental learning
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
94.98Averaged Incremental Accuracy
281
Jun 11, 2026
94.5Average Accuracy
150
May 22, 2026
93.6Last Accuracy
147
May 28, 2026
78.45Avg Acc
116
Apr 16, 2026
75.1Average Accuracy
110
May 22, 2026
93.9Last Acc
108
Jun 5, 2026
83.87Last Accuracy
107
Jun 25, 2026
92.22Average Top-1 Accuracy
105
Mar 16, 2026
97.87Accuracy
87
Jun 23, 2026
94.76Avg Acc
75
Feb 26, 2026
81.64Alast
73
Jun 25, 2026
94.45Avg Accuracy
69
Jun 25, 2026
79.91Average Accuracy
67
Feb 26, 2026
94.25Accuracy
66
May 18, 2026
90.5Last Accuracy
64
May 28, 2026
88.42Avg Accuracy (A_bar)
64
May 28, 2026
96.37Average Accuracy
63
May 29, 2026
83.8Average Accuracy
60
May 14, 2026
90.67FN (Final Acc)
59
Mar 13, 2026
92.2Average Accuracy
59
Feb 26, 2026
79.2Accuracy
58
Jul 1, 2026
1.27Average Forgetting Measure
57
May 13, 2026
96.7Avg Accuracy
55
May 22, 2026
94.96Last Accuracy
54
May 29, 2026
82.06FAA
54
May 19, 2026