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ResearchFormerly WizWand

Online Class Incremental Learning on Tiny-Imagenet (test)

8.2Average ForgettingCoPE
5.51223.65641.859.944Nov 30, 2022
Updated 6mo ago

Evaluation results

MethodLinks
CoPEMemory buffer size (M)=10k2022.118.2
CoPEMemory buffer size (M)=5k2022.119
CoPEMemory buffer size (M)=2k2022.1110.9
MOSEMemory buffer size (M)=10k2022.1115.5
OCMMemory buffer size (M)=10k2022.1115.9
OTCMemory buffer size (M)=10k2022.1116.5
GSAMemory buffer size (M)=10k2022.1116.9
OCMMemory buffer size (M)=5k2022.1119.7
OTCMemory buffer size (M)=5k2022.1119.8
BiC+ACMemory buffer size (M)=10k2022.1120.1
OnProMemory buffer size (M)=10k2022.1120.3
BiC+ACMemory buffer size (M)=5k2022.1121.6
OnProMemory buffer size (M)=5k2022.1123.5
OTCMemory buffer size (M)=2k2022.1123.5
MOSEMemory buffer size (M)=5k2022.1125
GSAMemory buffer size (M)=5k2022.1125.8
OCMMemory buffer size (M)=2k2022.1126.1
SBSMemory buffer size (M)=10k2022.1126.8
BiC+ACMemory buffer size (M)=2k2022.1127.4
OnProMemory buffer size (M)=2k2022.1128
SBSMemory buffer size (M)=5k2022.1133.8
GSAMemory buffer size (M)=2k2022.1135.5
ERMemory buffer size (M)=10k2022.1140.8
ERMemory buffer size (M)=5k2022.1145.7
MOSEMemory buffer size (M)=2k2022.1147.2
SBSMemory buffer size (M)=2k2022.1154.2
ERMemory buffer size (M)=2k2022.1158.4
ASERMemory buffer size (M)=10k2022.1164.3
ASERMemory buffer size (M)=5k2022.1167.5
ASERMemory buffer size (M)=2k2022.1175.4