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Benchmarks
Online Continual Learning on MNIST Blurry10-Online (test)
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92.65
A5 Accuracy
RM w/o DA
77.154
81.177
85.2
89.223
Mar 31, 2021
A5 Accuracy
F5 Error
I5 Interference
Updated 3mo ago
Evaluation Results
Method
Method
Links
A5 Accuracy
F5 Error
I5 Interference
RM w/o DA
Memory Size (K)=500, D...
2021.03
92.65
0.58
3.14
RM
Memory Size (K)=500, D...
2021.03
91.8
0.75
3.62
EWC
Memory Size (K)=500
2021.03
90.98
4.23
4.54
Rwalk
Memory Size (K)=500
2021.03
90.69
4.77
4.96
GDumb
Memory Size (K)=500
2021.03
88.51
2.67
6.75
iCaRL
Memory Size (K)=500
2021.03
78.09
6.09
17.03
BiC
Memory Size (K)=500
2021.03
77.75
8.25
17.37
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