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Benchmarks
Online Continual Learning on ImageNet Blurry10-Online (test)
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50.11
A10
RM
16.2164
25.0157
33.815
42.6143
Mar 31, 2021
A10
F10
I10
Updated 3mo ago
Evaluation Results
Method
Method
Links
A10
F10
I10
RM
Memory Size (K)=20000,...
2021.03
50.11
1.39
32.11
EWC
Memory Size (K)=20000
2021.03
39.54
14.41
42.68
RM w/o DA
Memory Size (K)=20000,...
2021.03
37.96
2.63
44.26
BiC
Memory Size (K)=20000
2021.03
37.2
1.52
45.02
Rwalk
Memory Size (K)=20000
2021.03
35.26
13.92
46.96
GDumb
Memory Size (K)=20000
2021.03
21.52
4.07
60.7
iCaRL
Memory Size (K)=20000
2021.03
17.52
1.94
81.94
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