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Benchmarks
Class-Incremental Learning on ImageNet-100 B50 Inc25
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87.96
Avg Accuracy
DER w/ C-Flat
71.5488
75.8094
80.07
84.3306
Apr 1, 2024
Avg Accuracy
Updated 3d ago
Evaluation Results
Method
Method
Links
Avg Accuracy
DER w/ C-Flat
Expansion=true, C-Flat...
2024.04
87.96
FOSTER
Expansion=true, C-Flat...
2024.04
87.81
FOSTER w/ C-Flat
Expansion=true, C-Flat...
2024.04
87.81
DER
Expansion=true, C-Flat...
2024.04
87.1
PODNet w/ C-Flat
Regularization=true, M...
2024.04
86.85
PODNet
Regularization=true, M...
2024.04
85.95
WA w/ C-Flat
Regularization=true, C...
2024.04
83.84
MEMO w/ C-Flat
Expansion=true, C-Flat...
2024.04
83.41
MEMO
Expansion=true, C-Flat...
2024.04
83.09
WA
Regularization=true, C...
2024.04
80.81
iCaRL
Regularization=true, M...
2024.04
77.25
iCaRL w/ C-Flat
Regularization=true, M...
2024.04
76.22
Replay w/ C-Flat
Regularization=true, M...
2024.04
73.37
Replay
Regularization=true, M...
2024.04
72.18
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