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ResearchFormerly WizWand

Online Continual Learning on Tiny-ImageNet (Average Forgetting Metric)

11.55Average ForgettingOCM-CCLDC + S6MOD
9.676822.320934.96547.6091Dec 24, 2024
Updated 8mo ago

Evaluation results

MethodLinks
OCM-CCLDC + S6MODMemory Size M=10000, Backbone=ResNet-182024.1211.55
OnPro-CCLDC + S6MODMemory Size M=10000, Backbone=ResNet-182024.1212.23
MOE-MOSEMemory Size M=10000, Backbone=ResNet-182024.1213.94
OCM + S6MODMemory Size M=10000, Backbone=ResNet-182024.1214.66
OCM-CCLDC + S6MODMemory Size M=5000, Backbone=ResNet-182024.1214.89
MOE-MOSE + S6MODMemory Size M=10000, Backbone=ResNet-182024.1214.91
MOSEMemory Size M=10000, Backbone=ResNet-182024.1215.51
OCM-CCLDCMemory Size M=10000, Backbone=ResNet-182024.1215.56
OCMMemory Size M=10000, Backbone=ResNet-182024.1215.92
OnPro-CCLDCMemory Size M=10000, Backbone=ResNet-182024.1216.17
OnPro-CCLDC + S6MODMemory Size M=5000, Backbone=ResNet-182024.1216.69
OnPro + S6MODMemory Size M=5000, Backbone=ResNet-182024.1216.82
OnPro + S6MODMemory Size M=10000, Backbone=ResNet-182024.1218.15
OCM + S6MODMemory Size M=5000, Backbone=ResNet-182024.1219.12
OCMMemory Size M=5000, Backbone=ResNet-182024.1219.74
OCM-CCLDCMemory Size M=5000, Backbone=ResNet-182024.1219.99
MOSE + S6MODMemory Size M=10000, Backbone=ResNet-182024.1220.15
OnProMemory Size M=10000, Backbone=ResNet-182024.1220.32
OnPro-CCLDCMemory Size M=5000, Backbone=ResNet-182024.1220.85
OnPro + S6MODMemory Size M=2000, Backbone=ResNet-182024.1220.92
MOE-MOSE + S6MODMemory Size M=5000, Backbone=ResNet-182024.1221.39
MOE-MOSEMemory Size M=5000, Backbone=ResNet-182024.1222.22
OnProMemory Size M=5000, Backbone=ResNet-182024.1223.52
OCM + S6MODMemory Size M=2000, Backbone=ResNet-182024.1224.23
MOSE + S6MODMemory Size M=5000, Backbone=ResNet-182024.1224.39
MOSEMemory Size M=5000, Backbone=ResNet-182024.1224.96
OCM-CCLDC + S6MODMemory Size M=2000, Backbone=ResNet-182024.1225.29
OCMMemory Size M=2000, Backbone=ResNet-182024.1226.12
OCM-CCLDCMemory Size M=2000, Backbone=ResNet-182024.1226.16
OnPro-CCLDC + S6MODMemory Size M=2000, Backbone=ResNet-182024.1226.73
OnProMemory Size M=2000, Backbone=ResNet-182024.1228.01
OnPro-CCLDCMemory Size M=2000, Backbone=ResNet-182024.1228.21
ER + S6MODMemory Size M=10000, Backbone=ResNet-182024.1237.62
ERMemory Size M=10000, Backbone=ResNet-182024.1240.77
MOE-MOSE + S6MODMemory Size M=2000, Backbone=ResNet-182024.1241.26
MOE-MOSEMemory Size M=2000, Backbone=ResNet-182024.1241.98
ER + S6MODMemory Size M=5000, Backbone=ResNet-182024.1245.83
MOSE + S6MODMemory Size M=2000, Backbone=ResNet-182024.1246.6
ERMemory Size M=5000, Backbone=ResNet-182024.1246.87
MOSEMemory Size M=2000, Backbone=ResNet-182024.1247.16
ER + S6MODMemory Size M=2000, Backbone=ResNet-182024.1258.03
ERMemory Size M=2000, Backbone=ResNet-182024.1258.38