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Benchmarks
Continual Image Classification on CIFAR-10 Split 5 tasks (test)
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32
Accuracy
Spectral Regularization
16.92
20.835
24.75
28.665
Jun 16, 2026
Accuracy
Avg Acc
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
Avg Acc
Spectral Regularization
head_type=shared-head,...
2026.06
32
51.6
LwF
head_type=shared-head,...
2026.06
29
77.4
DER++
head_type=shared-head,...
2026.06
28.4
78.6
Replay
head_type=shared-head,...
2026.06
21.5
82.7
EWC
head_type=shared-head,...
2026.06
18.7
88.7
SI
head_type=shared-head,...
2026.06
17.8
85.5
No reg
head_type=shared-head,...
2026.06
17.5
85.8
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