Class-incremental learning
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
82.44Average Accuracy
13
May 29, 2026
25.6Accuracy
13
May 18, 2026
34.2Accuracy
13
May 18, 2026
41.3Accuracy
13
May 18, 2026
72.52Average Accuracy
13
Mar 20, 2026
29.77Average Backward Transfer (BWT)
13
Mar 10, 2026
97.06Accuracy
13
Mar 10, 2026
79.32Average Accuracy
13
Feb 26, 2026
81.16Avg Score
13
Feb 26, 2026
59.99Top-1 Acc (Avg)
13
Feb 26, 2026
80.41Accuracy
13
Feb 26, 2026
81.2Top-1 Acc Avg
13
Feb 26, 2026
53.05Average Accuracy
12
Jun 11, 2026
96.03Average Accuracy
12
Jun 11, 2026
84.4Accuracy
12
May 12, 2026
87.03Average Accuracy
12
Apr 16, 2026
86.39Average Accuracy
12
Mar 13, 2026
86.47Average Accuracy
12
Mar 13, 2026
91.66Average Accuracy
12
Mar 13, 2026
38.5FAA
12
Mar 4, 2026
1.86Forward Transfer (FWT)
12
Mar 4, 2026
55.31Avg Performance (A-bar)
12
Feb 26, 2026
66.79Avg Performance (A-bar)
12
Feb 26, 2026
94.38Last Accuracy
12
Feb 26, 2026
94.86Accuracy (Last Task)
12
Feb 26, 2026