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ResearchFormerly WizWand

Online Continual Learning on CIFAR10 (test)

79.51AccuracyOnPro-CCLDC + S6MOD
55.766861.930968.09574.2591Dec 24, 2024
Updated 8mo ago

Evaluation results

MethodLinks
OnPro-CCLDC + S6MODMemory Size M=1000, Backbone=ResNet-182024.1279.51
OnPro-CCLDCMemory Size M=1000, Backbone=ResNet-182024.1278.64
OCM-CCLDC + S6MODMemory Size M=1000, Backbone=ResNet-182024.1278.21
OCM-CCLDCMemory Size M=1000, Backbone=ResNet-182024.1277.66
OCM + S6MODMemory Size M=1000, Backbone=ResNet-182024.1275.31
OnPro + S6MODMemory Size M=1000, Backbone=ResNet-182024.1275.14
OnPro-CCLDC + S6MODMemory Size M=500, Backbone=ResNet-182024.1275.03
OnProMemory Size M=1000, Backbone=ResNet-182024.1274.7
OnPro-CCLDCMemory Size M=500, Backbone=ResNet-182024.1274.49
OCM-CCLDC + S6MODMemory Size M=500, Backbone=ResNet-182024.1274.45
OCM-CCLDCMemory Size M=500, Backbone=ResNet-182024.1274.14
MOE-MOSE + S6MODMemory Size M=1000, Backbone=ResNet-182024.1273.16
OCMMemory Size M=1000, Backbone=ResNet-182024.1273.15
MOSE + S6MODMemory Size M=1000, Backbone=ResNet-182024.1272.54
OnPro + S6MODMemory Size M=500, Backbone=ResNet-182024.1272.3
MOE-MOSEMemory Size M=1000, Backbone=ResNet-182024.1272.18
MOSEMemory Size M=1000, Backbone=ResNet-182024.1270.74
OCM + S6MODMemory Size M=500, Backbone=ResNet-182024.1270.57
OnProMemory Size M=500, Backbone=ResNet-182024.1270.47
OCMMemory Size M=500, Backbone=ResNet-182024.1268.19
ER + S6MODMemory Size M=1000, Backbone=ResNet-182024.1265.8
MOE-MOSE + S6MODMemory Size M=500, Backbone=ResNet-182024.1263.86
MOSE + S6MODMemory Size M=500, Backbone=ResNet-182024.1263.74
MOE-MOSEMemory Size M=500, Backbone=ResNet-182024.1262.54
ERMemory Size M=1000, Backbone=ResNet-182024.1262.32
MOSEMemory Size M=500, Backbone=ResNet-182024.1261.02
ER + S6MODMemory Size M=500, Backbone=ResNet-182024.1257.88
ERMemory Size M=500, Backbone=ResNet-182024.1256.68