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ResearchFormerly WizWand

Online Class Incremental Learning on Tiny-Imagenet

39.5Average AccuracyOTC
0.81210.85620.930.944Nov 30, 2022
Updated 6mo ago

Evaluation results

MethodLinks
OTCMemory buffer size=10k2022.1139.5
OTCMemory buffer size (M)=10k2022.1139.5
MOSEMemory buffer size=10k2022.1138.7
MOSEMemory buffer size (M)=10k2022.1138.7
GSAMemory buffer size=10k2022.1133.2
GSAMemory buffer size (M)=10k2022.1133.2
OCMMemory buffer size=10k2022.1131.9
OCMMemory buffer size (M)=10k2022.1131.9
OTCMemory buffer size=5k2022.1131.6
OTCMemory buffer size (M)=5k2022.1131.6
MOSEMemory buffer size=5k2022.1130.9
MOSEMemory buffer size (M)=5k2022.1130.9
SBSMemory buffer size=10k2022.1127.3
SBSMemory buffer size (M)=10k2022.1127.3
OCMMemory buffer size=5k2022.1126.7
OCMMemory buffer size (M)=5k2022.1126.7
BiC+ACMemory buffer size=10k2022.1126.5
BiC+ACMemory buffer size (M)=10k2022.1126.5
OnProMemory buffer size=10k2022.1126.4
OnProMemory buffer size (M)=10k2022.1126.4
GSAMemory buffer size=5k2022.1126
GSAMemory buffer size (M)=5k2022.1126
ERMemory buffer size=10k2022.1124.7
ERMemory buffer size (M)=10k2022.1124.7
SBSMemory buffer size=5k2022.1123.2
SBSMemory buffer size (M)=5k2022.1123.2
BiC+ACMemory buffer size=5k2022.1122.6
BiC+ACMemory buffer size (M)=5k2022.1122.6
OnProMemory buffer size=5k2022.1121.1
OnProMemory buffer size (M)=5k2022.1121.1
OTCMemory buffer size=2k2022.1119.5
OTCMemory buffer size (M)=2k2022.1119.5
ERMemory buffer size=5k2022.1119.2
ERMemory buffer size (M)=5k2022.1119.2
GSAMemory buffer size=2k2022.1118.5
GSAMemory buffer size (M)=2k2022.1118.5
OCMMemory buffer size=2k2022.1118.4
OCMMemory buffer size (M)=2k2022.1118.4
MOSEMemory buffer size=2k2022.1118.2
MOSEMemory buffer size (M)=2k2022.1118.2
BiC+ACMemory buffer size=2k2022.1117.6
BiC+ACMemory buffer size (M)=2k2022.1117.6
OnProMemory buffer size=2k2022.1116.3
OnProMemory buffer size (M)=2k2022.1116.3
ERMemory buffer size=2k2022.1110.8
SBSMemory buffer size=2k2022.1110.8
ERMemory buffer size (M)=2k2022.1110.8
SBSMemory buffer size (M)=2k2022.1110.8
ASERMemory buffer size=10k2022.1110.3
ASERMemory buffer size (M)=10k2022.1110.3
ASERMemory buffer size=5k2022.118.2
ASERMemory buffer size (M)=5k2022.118.2
ASERMemory buffer size=2k2022.115.3
ASERMemory buffer size (M)=2k2022.115.3
CoPEMemory buffer size=10k2022.112.7
CoPEMemory buffer size (M)=10k2022.112.7
CoPEMemory buffer size=5k2022.112.5
CoPEMemory buffer size (M)=5k2022.112.5
CoPEMemory buffer size=2k2022.112.3
CoPEMemory buffer size (M)=2k2022.112.3