Class-incremental learning
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
90.9FA
12
Feb 26, 2026
9.08Avg Forgetting
12
Feb 26, 2026
67Avg Acc (Af)
12
Feb 26, 2026
57.82Accuracy (All Classes)
12
Feb 26, 2026
69.26Aavg
11
Jun 11, 2026
40.98Aircraft Score
11
Apr 20, 2026
83.1Avg Accuracy
11
Mar 24, 2026
74.1BCR
11
Feb 26, 2026
100BCR
11
Feb 26, 2026
86.9Average Accuracy
11
Feb 26, 2026
92.2Avg Accuracy
11
Feb 26, 2026
79.9Avg Acc
11
Feb 26, 2026
90.3Avg Accuracy
11
Feb 26, 2026
62.4Avg Accuracy
11
Feb 26, 2026
43.54Accuracy
11
Feb 26, 2026
72.8Average Incremental Accuracy
11
Feb 26, 2026
62.9Accuracy (Step 0)
11
Feb 26, 2026
45.9Average Accuracy
10
Jun 30, 2026
93.13Accuracy (Last Task)
10
May 28, 2026
82.76Last Accuracy
10
May 28, 2026
95.43Average Performance (A-bar)
10
May 14, 2026
95.63Average Performance (A-bar)
10
May 14, 2026
87.17Average Performance (A-bar)
10
May 14, 2026
94.43Average Performance (A-bar)
10
May 14, 2026
66.82Average Performance (A-bar)
10
May 14, 2026