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Exemplar-Free Class-Incremental Learning on ImageNet-R 5-Tasks Scenario
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49.34
Average Accuracy (AA)
Inf-SSM
37.9208
40.8854
43.85
46.8146
May 24, 2025
Average Accuracy (AA)
Average Incremental Accuracy (AIA)
Forgetting Metric (FM)
Updated 26d ago
Evaluation Results
Method
Method
Links
Average Accuracy (AA)
Average Incremental Accuracy (AIA)
Forgetting Metric (FM)
Inf-SSM
Backbone=Vim-small
2025.05
49.34
67.51
25.14
UCL
Backbone=Vim-small
2025.05
48.03
67.19
43.9
SI
Backbone=Vim-small
2025.05
45.72
65.18
47.21
EWC
Backbone=Vim-small
2025.05
45.58
65.62
47.31
LwF-ABC
Backbone=Vim-small
2025.05
45.09
65.69
40.77
MAS
Backbone=Vim-small
2025.05
44.7
65.59
48.23
Seq
Backbone=Vim-small
2025.05
38.36
61.29
56.43
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