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ResearchFormerly WizWand

Online Class Incremental Learning on CIFAR-10 (test)

9.8Average ForgettingOTC
7.68821.94436.250.456Nov 30, 2022
Updated 6mo ago

Evaluation results

MethodLinks
OTCMemory buffer size (M)=1k2022.119.8
GSAMemory buffer size (M)=1k2022.1110
OCMMemory buffer size (M)=1k2022.1111.6
GSAMemory buffer size (M)=0.5k2022.1112.6
BiC+ACMemory buffer size (M)=1k2022.1112.8
OTCMemory buffer size (M)=0.5k2022.1113.5
OCMMemory buffer size (M)=0.5k2022.1113.7
OnProMemory buffer size (M)=1k2022.1114.2
BiC+ACMemory buffer size (M)=0.5k2022.1116.4
OnProMemory buffer size (M)=0.5k2022.1117.9
MOSEMemory buffer size (M)=1k2022.1120.3
ERMemory buffer size (M)=1k2022.1120.9
OTCMemory buffer size (M)=0.2k2022.1123.2
BiC+ACMemory buffer size (M)=0.2k2022.1123.4
GSAMemory buffer size (M)=0.2k2022.1123.5
OCMMemory buffer size (M)=0.2k2022.1125.3
OnProMemory buffer size (M)=0.2k2022.1125.9
SBSMemory buffer size (M)=1k2022.1127.7
MOSEMemory buffer size (M)=0.5k2022.1130.4
ERMemory buffer size (M)=0.5k2022.1133.2
SBSMemory buffer size (M)=0.5k2022.1134.2
CoPEMemory buffer size (M)=1k2022.1136.4
MOSEMemory buffer size (M)=0.2k2022.1138.5
CoPEMemory buffer size (M)=0.5k2022.1139.4
SBSMemory buffer size (M)=0.2k2022.1140.1
ERMemory buffer size (M)=0.2k2022.1140.2
ASERMemory buffer size (M)=1k2022.1142
CoPEMemory buffer size (M)=0.2k2022.1145.7
ASERMemory buffer size (M)=0.5k2022.1153.2
ASERMemory buffer size (M)=0.2k2022.1162.6