Task-Incremental Learning
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
98.31Average Accuracy
59
Jun 9, 2026
93.89Average Accuracy (A_T)
56
Jun 9, 2026
67.95Average Accuracy
54
May 18, 2026
45.78Backward Transfer
44
May 18, 2026
93.42Accuracy
41
May 20, 2026
71.93Accuracy (ACC)
40
May 18, 2026
98.25Final Average Accuracy
39
Feb 26, 2026
82.04Average Accuracy (A_T)
35
Jun 9, 2026
62.3Average Accuracy (A)
35
Feb 26, 2026
74.82Accuracy
33
May 18, 2026
76.14Accuracy
31
Mar 10, 2026
86.38FAA
28
Apr 23, 2026
96.95FAA
28
Mar 10, 2026
6.84FF
27
Apr 23, 2026
79.3Accuracy
27
Apr 23, 2026
96.98Average Accuracy
25
Apr 23, 2026
57.13Average Accuracy
25
Apr 23, 2026
92.53ACC
22
Feb 26, 2026
76.14ACC
22
Feb 26, 2026
82.04Accuracy
21
Feb 26, 2026
98.31Accuracy
21
Feb 26, 2026
98.16Average Score
21
Feb 26, 2026
33.24Accuracy
17
May 20, 2026
2.74Final Forgetting
16
Feb 26, 2026
88.5Average Accuracy
15
Apr 23, 2026