Incremental Learning
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
70.02Avg Incremental Accuracy
83
Feb 26, 2026
79.52Average Accuracy
58
Feb 26, 2026
65.88Average Accuracy
51
Feb 26, 2026
69.21Average Accuracy
48
Feb 26, 2026
95.5Accuracy
40
Feb 26, 2026
80.41Final Step Performance
39
Feb 26, 2026
81.74Last Accuracy
36
Feb 26, 2026
88.47Average Accuracy
27
May 13, 2026
81.49Final Accuracy
24
Feb 26, 2026
90.57Last Accuracy
19
Mar 17, 2026
70.59Avg Incremental Acc
17
May 13, 2026
55.25Average Incremental Accuracy
15
May 13, 2026
68Last Acc
14
Feb 26, 2026
80.64Average Accuracy
12
Feb 26, 2026
75.87Accuracy
12
Feb 26, 2026
77.44Session 1 Acc
12
Feb 26, 2026
74.45Accuracy (Session 1)
12
Feb 26, 2026
68.44Avg Accuracy
11
Feb 26, 2026
70.82Avg Accuracy
11
Feb 26, 2026
0.975Average Accuracy
10
Feb 26, 2026
77.73Avg Accuracy
9
Feb 26, 2026
81.2Average Accuracy
7
Feb 26, 2026
93.23Avg Accuracy
7
Feb 26, 2026
55.25Average Incremental Accuracy
6
May 13, 2026
15.48Forgetting Rate
6
Feb 26, 2026