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ResearchFormerly WizWand

Continual Learning on CIFAR10 5 tasks (test)

10Avg Forgetting RateGSA
7.3825.06542.7560.435May 24, 2023
Updated 8mo ago

Evaluation results

MethodLinks
GSABuffer size M=1k2023.0510
CCILBuffer size M=1k2023.0512.5
GSABuffer size M=0.5k2023.0512.6
SSILBuffer size M=1k2023.0513.5
BiCBuffer size M=1k2023.0514.5
Rainbow-rtBuffer size M=1k2023.0515.3
CCILBuffer size M=0.5k2023.0516.5
Co2LBuffer size M=1k2023.0516.9
Rainbow-rtBuffer size M=0.5k2023.0518.1
CCILBuffer size M=0.2k2023.0518.6
DER++Buffer size M=1k2023.0518.7
GDumbBuffer size M=1k2023.0518.9
Rainbow-rtBuffer size M=0.2k2023.0520.4
ERBuffer size M=1k2023.0520.7
Co2LBuffer size M=0.5k2023.0521
GSABuffer size M=0.2k2023.0523.5
MIRBuffer size M=1k2023.0524.5
GDumbBuffer size M=0.5k2023.0524.5
SCRBuffer size M=1k2023.0524.7
BiCBuffer size M=0.5k2023.0525.3
MIRBuffer size M=0.5k2023.0525.9
GDumbBuffer size M=0.2k2023.0526.5
ERBuffer size M=0.5k2023.0526.7
IL2ABuffer size M=1k2023.0529.1
SSILBuffer size M=0.5k2023.0529.6
DER++Buffer size M=0.2k2023.0530.1
SCRBuffer size M=0.5k2023.0531.5
DER++Buffer size M=0.5k2023.0531.8
Co2LBuffer size M=0.2k2023.0532
IL2ABuffer size M=0.5k2023.0532.1
ER-AMLBuffer size M=1k2023.0534.2
BiCBuffer size M=0.2k2023.0535.4
IL2ABuffer size M=0.2k2023.0536
SSILBuffer size M=0.2k2023.0536
AGEMBuffer size M=0.2k2023.0536.1
MIRBuffer size M=0.2k2023.0540
ER-AMLBuffer size M=0.5k2023.0540.1
SCRBuffer size M=0.2k2023.0541.3
ERBuffer size M=0.2k2023.0542
AGEMBuffer size M=0.5k2023.0543.2
LUCIRBuffer size M=1k2023.0546.5
AGEMBuffer size M=1k2023.0548.1
ASERBuffer size M=1k2023.0550.4
ER-AMLBuffer size M=0.2k2023.0550.9
GSSBuffer size M=1k2023.0554.9
LUCIRBuffer size M=0.5k2023.0555.3
ASERBuffer size M=0.5k2023.0559.1
LUCIRBuffer size M=0.2k2023.0563.5
GSSBuffer size M=0.5k2023.0565.9
ASERBuffer size M=0.2k2023.0571.1
GSSBuffer size M=0.2k2023.0575.5