Class-incremental learning
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
89.6Accuracy
28
Feb 27, 2026
80.55Avg Accuracy
27
May 20, 2026
65.42Avg Incremental Acc
26
Feb 26, 2026
81.6Accuracy
26
Feb 26, 2026
40.51Accuracy
25
May 18, 2026
22.95Average Accuracy
25
Apr 23, 2026
92.47Average Accuracy
25
May 28, 2026
87.62Final Accuracy
25
Mar 12, 2026
77.67Accuracy
25
Feb 26, 2026
-25.71BWT Score
25
Feb 26, 2026
70.32Acc (All)
25
Feb 26, 2026
82.36Average Performance
24
May 11, 2026
88.32Accuracy (Last Task)
24
Mar 12, 2026
47.79Accuracy
24
May 20, 2026
83.99Average Accuracy
23
Jun 30, 2026
85.63Average Performance (A-bar)
23
May 29, 2026
55.85Average Accuracy
23
Apr 23, 2026
29.94Average Forgetting
23
Apr 23, 2026
91.94Accuracy
22
Apr 29, 2026
98.25Accuracy (ACC)
22
Apr 29, 2026
90.6AVG Acc
22
Jun 11, 2026
88.05Last Accuracy
22
Feb 26, 2026
79.7Accuracy A
22
Mar 13, 2026
76.42Average Accuracy
22
Feb 26, 2026
53.07ACC
22
Feb 26, 2026