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ResearchFormerly WizWand

Online Continual Learning on CIFAR-100 (test)

56.32AccuracyMOE-MOSE + S6MOD
23.19631.795540.39548.9945Dec 24, 2024
Updated 8mo ago

Evaluation results

MethodLinks
MOE-MOSE + S6MODMemory Size M=5000, Backbone=ResNet-182024.1256.32
MOE-MOSEMemory Size M=5000, Backbone=ResNet-182024.1255.62
MOSE + S6MODMemory Size M=5000, Backbone=ResNet-182024.1254.75
MOSEMemory Size M=5000, Backbone=ResNet-182024.1254.53
OCM-CCLDC + S6MODMemory Size M=5000, Backbone=ResNet-182024.1252.53
OCM-CCLDCMemory Size M=5000, Backbone=ResNet-182024.1251.43
OnPro-CCLDC + S6MODMemory Size M=5000, Backbone=ResNet-182024.1250.85
OnPro-CCLDCMemory Size M=5000, Backbone=ResNet-182024.1250.01
MOE-MOSE + S6MODMemory Size M=2000, Backbone=ResNet-182024.1247.25
MOE-MOSEMemory Size M=2000, Backbone=ResNet-182024.1247.03
OCM + S6MODMemory Size M=5000, Backbone=ResNet-182024.1245.49
MOSE + S6MODMemory Size M=2000, Backbone=ResNet-182024.1245.38
MOSEMemory Size M=2000, Backbone=ResNet-182024.1245.06
OCM-CCLDC + S6MODMemory Size M=2000, Backbone=ResNet-182024.1244.4
OnPro + S6MODMemory Size M=5000, Backbone=ResNet-182024.1244.14
OnPro-CCLDC + S6MODMemory Size M=2000, Backbone=ResNet-182024.1243.92
OCM-CCLDCMemory Size M=2000, Backbone=ResNet-182024.1243.34
OCMMemory Size M=5000, Backbone=ResNet-182024.1242.22
OnPro-CCLDCMemory Size M=2000, Backbone=ResNet-182024.1241.89
OnProMemory Size M=5000, Backbone=ResNet-182024.1241.59
ER + S6MODMemory Size M=5000, Backbone=ResNet-182024.1239.61
ERMemory Size M=5000, Backbone=ResNet-182024.1239.41
OCM + S6MODMemory Size M=2000, Backbone=ResNet-182024.1238.97
MOE-MOSE + S6MODMemory Size M=1000, Backbone=ResNet-182024.1237.76
OnPro + S6MODMemory Size M=2000, Backbone=ResNet-182024.1237.57
MOE-MOSEMemory Size M=1000, Backbone=ResNet-182024.1237.32
OnPro-CCLDC + S6MODMemory Size M=1000, Backbone=ResNet-182024.1236.07
OCM-CCLDC + S6MODMemory Size M=1000, Backbone=ResNet-182024.1236.02
OCMMemory Size M=2000, Backbone=ResNet-182024.1235.69
MOSE + S6MODMemory Size M=1000, Backbone=ResNet-182024.1235.43
MOSEMemory Size M=1000, Backbone=ResNet-182024.1235.05
OCM-CCLDCMemory Size M=1000, Backbone=ResNet-182024.1235
OnPro-CCLDCMemory Size M=1000, Backbone=ResNet-182024.1234.76
ER + S6MODMemory Size M=2000, Backbone=ResNet-182024.1234.55
OnProMemory Size M=2000, Backbone=ResNet-182024.1233.33
OCM + S6MODMemory Size M=1000, Backbone=ResNet-182024.1232.44
ERMemory Size M=2000, Backbone=ResNet-182024.1231.89
OnPro + S6MODMemory Size M=1000, Backbone=ResNet-182024.1228.84
OCMMemory Size M=1000, Backbone=ResNet-182024.1228.02
OnProMemory Size M=1000, Backbone=ResNet-182024.1227.22
ER + S6MODMemory Size M=1000, Backbone=ResNet-182024.1226.5
ERMemory Size M=1000, Backbone=ResNet-182024.1224.47