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Continual Learning on Split CIFAR-100 (10 tasks) (test)

78.3AccuracyAGEM
1.54821.47441.461.326Dec 25, 2025
Updated 8mo ago

Evaluation results

MethodLinks
AGEMBuffer Size (M)=5k2025.1278.3
AGEMBuffer Size (M)=1k2025.1277.6
AGEMBuffer Size (M)=2k2025.1276.9
GSSBuffer Size (M)=1k2025.1273.4
GSSBuffer Size (M)=5k2025.1270.9
GSSBuffer Size (M)=2k2025.1269.3
ERBuffer Size (M)=1k2025.1266.1
ERBuffer Size (M)=5k2025.1260
LUCIRBuffer Size (M)=1k2025.1260
ERBuffer Size (M)=2k2025.1259.3
ER-AMLBuffer Size (M)=1k2025.1251.5
ER-AMLBuffer Size (M)=2k2025.1249.2
LUCIRBuffer Size (M)=2k2025.1247.5
LUCIRBuffer Size (M)=5k2025.1244.3
DER++Buffer Size (M)=2k2025.1244
DER++Buffer Size (M)=1k2025.1243.4
BiCBuffer Size (M)=1k2025.1240.2
SSILBuffer Size (M)=1k2025.1240.1
ER-AMLBuffer Size (M)=5k2025.1238.7
MOSEBuffer Size (M)=1k2025.1234.7
SSILBuffer Size (M)=2k2025.1233.9
GRACEBuffer Size (M)=1k2025.1233.9
GSABuffer Size (M)=1k2025.1233.2
BiCBuffer Size (M)=2k2025.1230.9
DER++Buffer Size (M)=5k2025.1225.8
ASERBuffer Size (M)=1k2025.1225
IL2ABuffer Size (M)=1k2025.1224.6
MIRBuffer Size (M)=1k2025.1224.5
MOSEBuffer Size (M)=2k2025.1223.6
GSABuffer Size (M)=2k2025.1222.8
GRACEBuffer Size (M)=2k2025.1222.1
SSILBuffer Size (M)=5k2025.1221.7
MIRBuffer Size (M)=2k2025.1221.4
MIRBuffer Size (M)=5k2025.1221
IL2ABuffer Size (M)=5k2025.1220
BiCBuffer Size (M)=5k2025.1218.7
GDumbBuffer Size (M)=2k2025.1217.6
SCRBuffer Size (M)=1k2025.1217.5
CCILBuffer Size (M)=5k2025.1217.5
Co2LBuffer Size (M)=1k2025.1216.9
GDumbBuffer Size (M)=5k2025.1216.8
GDumbBuffer Size (M)=1k2025.1216.7
CCILBuffer Size (M)=1k2025.1216.7
Co2LBuffer Size (M)=2k2025.1216.6
CCILBuffer Size (M)=2k2025.1216.1
ASERBuffer Size (M)=5k2025.1213.2
MOSEBuffer Size (M)=5k2025.1212.7
IL2ABuffer Size (M)=2k2025.1212.5
ASERBuffer Size (M)=2k2025.1212.2
OCMBuffer Size (M)=1k2025.1212.2
SCRBuffer Size (M)=2k2025.1211.6
GRACEBuffer Size (M)=5k2025.1211.6
OnProBuffer Size (M)=1k2025.1210.4
Co2LBuffer Size (M)=5k2025.129.9
GSABuffer Size (M)=5k2025.128.7
OCMBuffer Size (M)=2k2025.128.5
OnProBuffer Size (M)=2k2025.126.1
SCRBuffer Size (M)=5k2025.125.6
OnProBuffer Size (M)=5k2025.125.3
OCMBuffer Size (M)=5k2025.124.5