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ResearchFormerly WizWand

Continual Learning on CIFAR100 10 tasks (test)

5.6Average Forgetting RateSCR
2.6822.3942.161.81May 24, 2023
Updated 8mo ago

Evaluation results

MethodLinks
SCRBuffer size M=5k2023.055.6
GSABuffer size M=5k2023.058.7
Co2LBuffer size M=5k2023.059.9
SCRBuffer size M=2k2023.0511.6
ASERBuffer size M=2k2023.0512.2
IL2ABuffer size M=2k2023.0512.5
ASERBuffer size M=5k2023.0513.2
Rainbow-rtBuffer size M=5k2023.0513.3
CCILBuffer size M=2k2023.0516.1
Co2LBuffer size M=2k2023.0516.6
GDumbBuffer size M=1k2023.0516.7
CCILBuffer size M=1k2023.0516.7
GDumbBuffer size M=5k2023.0516.8
Co2LBuffer size M=1k2023.0516.9
SCRBuffer size M=1k2023.0517.5
CCILBuffer size M=5k2023.0517.5
GDumbBuffer size M=2k2023.0517.6
BiCBuffer size M=5k2023.0518.7
Rainbow-rtBuffer size M=2k2023.0519.3
IL2ABuffer size M=5k2023.0520
MIRBuffer size M=5k2023.0521
MIRBuffer size M=2k2023.0521.4
SSILBuffer size M=5k2023.0521.7
GSABuffer size M=2k2023.0522.8
MIRBuffer size M=1k2023.0524.5
IL2ABuffer size M=1k2023.0524.6
ASERBuffer size M=1k2023.0525
Rainbow-rtBuffer size M=1k2023.0525.5
DER++Buffer size M=5k2023.0525.8
BiCBuffer size M=2k2023.0530.9
GSABuffer size M=1k2023.0533.2
SSILBuffer size M=2k2023.0533.9
ER-AMLBuffer size M=5k2023.0538.7
SSILBuffer size M=1k2023.0540.1
BiCBuffer size M=1k2023.0540.2
DER++Buffer size M=1k2023.0543.4
DER++Buffer size M=2k2023.0544
LUCIRBuffer size M=5k2023.0544.3
LUCIRBuffer size M=2k2023.0547.5
ER-AMLBuffer size M=2k2023.0549.2
ER-AMLBuffer size M=1k2023.0551.5
ERBuffer size M=2k2023.0559.3
ERBuffer size M=5k2023.0560
LUCIRBuffer size M=1k2023.0560
ERBuffer size M=1k2023.0565.1
GSSBuffer size M=2k2023.0569.3
GSSBuffer size M=5k2023.0570.9
GSSBuffer size M=1k2023.0573.4
AGEMBuffer size M=2k2023.0577.5
AGEMBuffer size M=5k2023.0578.3
AGEMBuffer size M=1k2023.0578.6