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Online Continual Learning on miniImageNet 100/1 (test)
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25.3
Accuracy
Joint, 1 epoch
0.028
6.589
13.15
19.711
Feb 13, 2024
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
Joint, 1 epoch
Memory=all
2024.02
25.3
RanDumb
Memory=0
2024.02
17.7
PEC
Memory=0
2024.02
14.9
Gen-SLDA
Memory=0
2024.02
12.9
VAE-GC
Memory=0
2024.02
12.1
X-DER
Memory=500
2024.02
8.2
iCaRL
Memory=500
2024.02
7.5
Gen-NCM
Memory=0
2024.02
7.5
ER
Memory=500
2024.02
5.7
ER-ACE
Memory=500
2024.02
5.7
BiC
Memory=500
2024.02
1.5
DER++
Memory=500
2024.02
1.4
A-GEM
Memory=500
2024.02
1.1
Fine-tuning
Memory=all
2024.02
1
DER
Memory=500
2024.02
1
EWC
Memory=0
2024.02
1
SI
Memory=0
2024.02
1
LwF
Memory=0
2024.02
1
LT
Memory=0
2024.02
1
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