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ResearchFormerly WizWand

Online Continual Learning on Tiny-ImageNet (test)

40.11Avg AccuracyMOE-MOSE + S6MOD
9.648417.556725.46533.3733Dec 24, 2024
Updated 8mo ago

Evaluation results

MethodLinks
MOE-MOSE + S6MODMemory Size M=10000, Backbone=ResNet-182024.1240.11
OCM-CCLDC + S6MODMemory Size M=10000, Backbone=ResNet-182024.1239.53
OCM-CCLDCMemory Size M=10000, Backbone=ResNet-182024.1239.25
MOSEMemory Size M=10000, Backbone=ResNet-182024.1238.71
OnPro-CCLDC + S6MODMemory Size M=10000, Backbone=ResNet-182024.1238.51
MOE-MOSEMemory Size M=10000, Backbone=ResNet-182024.1238.41
OnPro-CCLDCMemory Size M=10000, Backbone=ResNet-182024.1238.18
MOSE + S6MODMemory Size M=10000, Backbone=ResNet-182024.1238.18
OCM-CCLDC + S6MODMemory Size M=5000, Backbone=ResNet-182024.1233.59
MOE-MOSE + S6MODMemory Size M=5000, Backbone=ResNet-182024.1233.53
OnPro-CCLDC + S6MODMemory Size M=5000, Backbone=ResNet-182024.1233.29
OCM-CCLDCMemory Size M=5000, Backbone=ResNet-182024.1233.17
MOE-MOSEMemory Size M=5000, Backbone=ResNet-182024.1232.52
OCM + S6MODMemory Size M=10000, Backbone=ResNet-182024.1232.31
MOSE + S6MODMemory Size M=5000, Backbone=ResNet-182024.1232.03
OnPro-CCLDCMemory Size M=5000, Backbone=ResNet-182024.1232
OCMMemory Size M=10000, Backbone=ResNet-182024.1231.94
MOSEMemory Size M=5000, Backbone=ResNet-182024.1230.98
OnPro + S6MODMemory Size M=10000, Backbone=ResNet-182024.1229.2
OCM + S6MODMemory Size M=5000, Backbone=ResNet-182024.1227.2
OCMMemory Size M=5000, Backbone=ResNet-182024.1226.74
OnProMemory Size M=10000, Backbone=ResNet-182024.1226.38
OnPro + S6MODMemory Size M=5000, Backbone=ResNet-182024.1225.62
ER + S6MODMemory Size M=10000, Backbone=ResNet-182024.1225.62
ERMemory Size M=10000, Backbone=ResNet-182024.1224.71
OCM-CCLDC + S6MODMemory Size M=2000, Backbone=ResNet-182024.1223.68
OCM-CCLDCMemory Size M=2000, Backbone=ResNet-182024.1223.36
OnPro-CCLDC + S6MODMemory Size M=2000, Backbone=ResNet-182024.1222.03
OnPro-CCLDCMemory Size M=2000, Backbone=ResNet-182024.1221.81
OnProMemory Size M=5000, Backbone=ResNet-182024.1221.13
MOE-MOSE + S6MODMemory Size M=2000, Backbone=ResNet-182024.1221.03
MOE-MOSEMemory Size M=2000, Backbone=ResNet-182024.1220.61
ER + S6MODMemory Size M=5000, Backbone=ResNet-182024.1219.67
ERMemory Size M=5000, Backbone=ResNet-182024.1219.16
OCM + S6MODMemory Size M=2000, Backbone=ResNet-182024.1219.12
MOSE + S6MODMemory Size M=2000, Backbone=ResNet-182024.1219.03
OCMMemory Size M=2000, Backbone=ResNet-182024.1218.36
MOSEMemory Size M=2000, Backbone=ResNet-182024.1218.23
OnPro + S6MODMemory Size M=2000, Backbone=ResNet-182024.1217.27
OnProMemory Size M=2000, Backbone=ResNet-182024.1214.32
ER + S6MODMemory Size M=2000, Backbone=ResNet-182024.1210.94
ERMemory Size M=2000, Backbone=ResNet-182024.1210.82