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Continual Learning on Tiny-ImageNet Split 100 tasks (test)

8.95AF (%)GRACE
6.19224.808543.42562.0415Dec 25, 2025
Updated 8mo ago

Evaluation results

MethodLinks
GRACEBuffer Size (M)=10k2025.128.95
MOSEBuffer Size (M)=10k2025.1211.5
GDumbBuffer Size (M)=10k2025.1211.7
GDumbBuffer Size (M)=4k2025.1214.6
OnProBuffer Size (M)=10k2025.1214.6
SCRBuffer Size (M)=10k2025.1214.9
GRACEBuffer Size (M)=4k2025.1215.3
SCRBuffer Size (M)=4k2025.1215.4
GDumbBuffer Size (M)=2k2025.1215.9
OnProBuffer Size (M)=4k2025.1216.8
GSABuffer Size (M)=10k2025.1216.9
OnProBuffer Size (M)=2k2025.1217.4
OCMBuffer Size (M)=10k2025.1218.6
SCRBuffer Size (M)=2k2025.1219.4
OCMBuffer Size (M)=4k2025.1221
MOSEBuffer Size (M)=4k2025.1222.1
GRACEBuffer Size (M)=2k2025.1222.7
OCMBuffer Size (M)=2k2025.1223.5
BiCBuffer Size (M)=10k2025.1224.9
GSABuffer Size (M)=4k2025.1225.8
SSILBuffer Size (M)=10k2025.1229
BiCBuffer Size (M)=4k2025.1232.9
MOSEBuffer Size (M)=2k2025.1233.3
GSABuffer Size (M)=2k2025.1235.5
SSILBuffer Size (M)=4k2025.1236.6
LUCIRBuffer Size (M)=10k2025.1237.6
ER-AMLBuffer Size (M)=10k2025.1241
LUCIRBuffer Size (M)=4k2025.1242.2
Co2LBuffer Size (M)=10k2025.1242.5
ER-AMLBuffer Size (M)=4k2025.1243.2
BiCBuffer Size (M)=2k2025.1243.5
SSILBuffer Size (M)=2k2025.1244.4
LUCIRBuffer Size (M)=2k2025.1246.4
ER-AMLBuffer Size (M)=2k2025.1247.4
CCILBuffer Size (M)=10k2025.1248.9
Co2LBuffer Size (M)=4k2025.1252.5
DER++Buffer Size (M)=10k2025.1255.2
CCILBuffer Size (M)=4k2025.1256.2
IL2ABuffer Size (M)=10k2025.1257.6
CCILBuffer Size (M)=2k2025.1259.4
MIRBuffer Size (M)=10k2025.1259.5
IL2ABuffer Size (M)=4k2025.1260.1
MIRBuffer Size (M)=4k2025.1260.4
Co2LBuffer Size (M)=2k2025.1260.5
MIRBuffer Size (M)=2k2025.1261.1
ASERBuffer Size (M)=10k2025.1262.2
DER++Buffer Size (M)=4k2025.1263.6
ASERBuffer Size (M)=4k2025.1264.2
IL2ABuffer Size (M)=2k2025.1265.5
ASERBuffer Size (M)=2k2025.1265.7
ERBuffer Size (M)=4k2025.1266.2
ERBuffer Size (M)=10k2025.1267.2
DER++Buffer Size (M)=2k2025.1267.2
ERBuffer Size (M)=2k2025.1268.2
GSSBuffer Size (M)=10k2025.1271.5
GSSBuffer Size (M)=4k2025.1272.6
GSSBuffer Size (M)=2k2025.1272.8
AGEMBuffer Size (M)=2k2025.1273.9
AGEMBuffer Size (M)=10k2025.1274.1
AGEMBuffer Size (M)=4k2025.1277.9