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ResearchFormerly WizWand

Online Class Incremental Learning on CIFAR-100

56.5Average AccuracyOTC
10.42822.38934.3546.311Nov 30, 2022
Updated 6mo ago

Evaluation results

MethodLinks
OTCMemory buffer size (M)=5k2022.1156.5
MOSEMemory buffer size (M)=5k2022.1154.5
BiC+ACMemory buffer size (M)=5k2022.1154.2
GSAMemory buffer size (M)=5k2022.1149.7
OTCMemory buffer size (M)=2k2022.1148.5
BiC+ACMemory buffer size (M)=2k2022.1147.3
MOSEMemory buffer size (M)=2k2022.1145.1
OCMMemory buffer size (M)=5k2022.1142.2
SBSMemory buffer size (M)=5k2022.1142.1
OnProMemory buffer size (M)=5k2022.1141.8
GSAMemory buffer size (M)=2k2022.1139.7
ERMemory buffer size (M)=5k2022.1139.4
OTCMemory buffer size (M)=1k2022.1136.8
BiC+ACMemory buffer size (M)=1k2022.1136.1
OnProMemory buffer size (M)=2k2022.1135.9
OCMMemory buffer size (M)=2k2022.1135.7
MOSEMemory buffer size (M)=1k2022.1135.1
SBSMemory buffer size (M)=2k2022.1134.2
ERMemory buffer size (M)=2k2022.1131.9
GSAMemory buffer size (M)=1k2022.1131.4
OnProMemory buffer size (M)=1k2022.1130
OCMMemory buffer size (M)=1k2022.1128
ASERMemory buffer size (M)=5k2022.1127.1
SBSMemory buffer size (M)=1k2022.1126.3
ERMemory buffer size (M)=1k2022.1124.5
CoPEMemory buffer size (M)=5k2022.1123.6
CoPEMemory buffer size (M)=2k2022.1116.8
ASERMemory buffer size (M)=1k2022.1116.4
CoPEMemory buffer size (M)=1k2022.1114.6
ASERMemory buffer size (M)=2k2022.1112.2