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ResearchFormerly WizWand

Continual Learning on ImageNet Split Tiny

38.7Avg AccuracyDER (IM)
9.78817.29424.832.306Dec 1, 2025
Updated 8mo ago

Evaluation results

MethodLinks
DER (IM)Buffer=40002025.1238.7
DER++ (IM)Buffer=40002025.1238.5
DER++Buffer=40002025.1238
DER++ (EM)Buffer=40002025.1236.8
DERBuffer=40002025.1235.7
DER (EM)Buffer=40002025.1235.5
Refresh (IM)Buffer=40002025.1235.2
STAR (IM)Buffer=40002025.1234.7
RefreshBuffer=40002025.1233.6
DER (IM)Buffer=20002025.1233.3
DER++ (IM)Buffer=20002025.1233.3
ER (IM)Buffer=40002025.1232.1
DERBuffer=20002025.1231.4
DER++Buffer=20002025.1231.2
DER (EM)Buffer=20002025.1230.9
DER++ (EM)Buffer=20002025.1230.7
Refresh (IM)Buffer=20002025.1230.1
DER (IM)Buffer=10002025.1228.1
DER++ (IM)Buffer=10002025.1227.5
ER (IM)Buffer=20002025.1227
STARBuffer=40002025.1226.3
STAR (IM)Buffer=20002025.1226.1
STAR (IM)Buffer=10002025.1225.8
Refresh (IM)Buffer=10002025.1225.5
ERBuffer=40002025.1225.2
DER++ (EM)Buffer=10002025.1225.1
DER (EM)Buffer=10002025.1224.4
ER (EM)Buffer=40002025.1224.1
DERBuffer=10002025.1223.3
STARBuffer=20002025.1223.2
DER++Buffer=10002025.1223
DER++ (SI)Buffer=40002025.1222.2
RefreshBuffer=20002025.1221.8
ER (IM)Buffer=10002025.1221.6
ER (EWC)Buffer=40002025.1221.3
DER++ (EWC)Buffer=40002025.1221.3
ER (SI)Buffer=40002025.1220.4
RefreshBuffer=10002025.1218.5
ERBuffer=20002025.1218
DER (EWC)Buffer=40002025.1217.6
DER++ (SI)Buffer=10002025.1217.6
DER++ (SI)Buffer=20002025.1217.4
DER (SI)Buffer=20002025.1217
DER (SI)Buffer=40002025.1216.8
STARBuffer=10002025.1216.8
ER (EM)Buffer=20002025.1216.6
ER (SI)Buffer=20002025.1215.7
ER (EWC)Buffer=20002025.1215.4
DER (EWC)Buffer=20002025.1215.2
DER++ (EWC)Buffer=20002025.1214.3
ERBuffer=10002025.1213.3
DER (SI)Buffer=10002025.1213.2
DER++ (EWC)Buffer=10002025.1212.9
ER (EM)Buffer=10002025.1212.2
ER (EWC)Buffer=10002025.1211.4
ER (SI)Buffer=10002025.1211.2
DER (EWC)Buffer=10002025.1210.9