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Benchmarks
Federated Class-Incremental Learning on ImageNet Subset 10 incremental tasks
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42.7
Accuracy
GLFC (Ours)
32.3
35
37.7
40.4
Mar 22, 2022
Accuracy
Avg Accuracy
Improvement (Delta)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
Avg Accuracy
Improvement (Delta)
GLFC (Ours)
Backbone=ResNet-18, Ex...
2022.03
42.7
57
-
Ours-w/oCGC
Backbone=ResNet-18, Ex...
2022.03
39.3
55.1
1.9
DDE + iCaRL + FL
Backbone=ResNet-18, Ex...
2022.03
39
52.3
4.7
PODNet + FL
Backbone=ResNet-18, Ex...
2022.03
38.3
52.6
4.4
SS-IL + FL
Backbone=ResNet-18, Ex...
2022.03
37.3
46.4
10.6
Ours-w/oPRS
Backbone=ResNet-18, Ex...
2022.03
37.3
52.8
4.2
GeoDL + iCaRL + FL
Backbone=ResNet-18, Ex...
2022.03
37
50
7
Ours-w/oCRD
Backbone=ResNet-18, Ex...
2022.03
35.3
47.3
9.7
BiC + FL
Backbone=ResNet-18, Ex...
2022.03
34
49
8
iCaRL + FL
Backbone=ResNet-18, Ex...
2022.03
32.7
46.5
10.5
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