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Continual Learning on Tiny ImageNet Split

26Forgetting RateDER (IM)
24.12436.78749.4562.113Dec 1, 2025
Updated 8mo ago

Evaluation results

MethodLinks
DER (IM)Buffer=40002025.1226
DER++ (IM)Buffer=40002025.1228.4
DER++ (IM)Buffer=20002025.1232.1
DER++ (EM)Buffer=40002025.1232.9
DER++Buffer=40002025.1233.9
DER (IM)Buffer=20002025.1234.5
Refresh (IM)Buffer=40002025.1235.4
DERBuffer=40002025.1235.7
Refresh (IM)Buffer=20002025.1237.9
DER (EM)Buffer=40002025.1238.4
STAR (IM)Buffer=40002025.1240.4
DER++ (EM)Buffer=20002025.1240.5
ER (IM)Buffer=40002025.1240.9
DER++Buffer=20002025.1241
STAR (IM)Buffer=20002025.1242
RefreshBuffer=40002025.1242.2
DERBuffer=20002025.1243
DER (IM)Buffer=10002025.1244.3
Refresh (IM)Buffer=10002025.1244.6
DER (EM)Buffer=20002025.1244.8
DER++ (IM)Buffer=10002025.1246.1
ER (IM)Buffer=20002025.1247.6
DER++ (EM)Buffer=10002025.1248.8
DER (SI)Buffer=20002025.1249.7
DER++ (SI)Buffer=40002025.1249.8
ER (EWC)Buffer=40002025.1250.4
STAR (IM)Buffer=10002025.1250.4
STARBuffer=20002025.1250.9
DER (SI)Buffer=40002025.1251.5
DER++ (SI)Buffer=20002025.1252.7
ER (IM)Buffer=10002025.1253.3
DER (EM)Buffer=10002025.1253.7
DER++ (EWC)Buffer=40002025.1253.8
STARBuffer=40002025.1254.1
DERBuffer=10002025.1255.9
DER++Buffer=10002025.1256.7
DER++ (SI)Buffer=10002025.1257.4
ERBuffer=40002025.1257.5
ER (EWC)Buffer=20002025.1257.5
ER (SI)Buffer=40002025.1257.6
RefreshBuffer=20002025.1257.9
DER (EWC)Buffer=40002025.1258.8
DER (SI)Buffer=10002025.1258.9
ER (EM)Buffer=40002025.1259.3
ER (SI)Buffer=20002025.1260.8
DER (EWC)Buffer=20002025.1261.3
ER (EWC)Buffer=10002025.1262
RefreshBuffer=10002025.1262.7
DER++ (EWC)Buffer=20002025.1264.4
DER++ (EWC)Buffer=10002025.1264.7
STARBuffer=10002025.1265.7
ERBuffer=20002025.1265.9
DER (EWC)Buffer=10002025.1267.4
ER (EM)Buffer=20002025.1268.3
ER (SI)Buffer=10002025.1268.5
ERBuffer=10002025.1271.8
ER (EM)Buffer=10002025.1272.9