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ResearchFormerly WizWand

Continual Learning Classification on Heterogeneous shift (HS) (test)

90.01AccuracyER
65.46671.83878.2184.582Sep 10, 2024
Updated 8mo ago

Evaluation results

MethodLinks
ERCategory=Buffer-based2024.0990.01-2.693.53
ER*Category=Buffer-based, Buffer level=low2024.0989.07-8.0891.94
CumulativeCategory=Non-CL2024.0988.67-0.0793.77
LRCategory=Buffer-based2024.0987.54-2.1792.89
GLRCLCategory=Buffer-free2024.0987.38-2.5892.66
JointCategory=Non-CL2024.0986.73——
LR*Category=Buffer-based, Buffer level=low2024.0985.97-5.0291.54
LwFCategory=Buffer-free2024.0974.72-30.3277.5
SICategory=Buffer-free2024.0970.71-35.9275.45
AGEMCategory=Buffer-based2024.0969.31-20.0780.53
GEMCategory=Buffer-based2024.0969.11-19.6380.93
NaiveCategory=Non-CL2024.0966.92-38.873.88
EWCCategory=Buffer-free2024.0966.41-39.4273.54