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ResearchFormerly WizWand

Continual Learning on Tiny-ImageNet (test)

0.2724Relative ForgettingOCM + CCL-DC
0.248180.4116650.575150.738635Dec 1, 2023
Updated 8mo ago

Evaluation results

MethodLinks
OCM + CCL-DCMemory Size M=100002023.120.2724
OnPro + CCL-DCMemory Size M=100002023.120.2924
OCMMemory Size M=100002023.120.308
ER-ACE + CCL-DCMemory Size M=100002023.120.3113
OCM + CCL-DCMemory Size M=50002023.120.3558
ER-ACEMemory Size M=100002023.120.3783
OnPro + CCL-DCMemory Size M=50002023.120.387
OCMMemory Size M=50002023.120.4059
ER-ACE + CCL-DCMemory Size M=50002023.120.422
OnProMemory Size M=100002023.120.4281
GSAMemory Size M=100002023.120.4344
ER-ACEMemory Size M=50002023.120.4448
GSA + CCL-DCMemory Size M=100002023.120.4973
OnProMemory Size M=50002023.120.5047
OCM + CCL-DCMemory Size M=20002023.120.5158
ER + CCL-DCMemory Size M=100002023.120.5318
GSAMemory Size M=50002023.120.5342
OnPro + CCL-DCMemory Size M=20002023.120.5603
ER-ACE + CCL-DCMemory Size M=20002023.120.5656
OCMMemory Size M=20002023.120.5666
ER-ACEMemory Size M=20002023.120.5741
ERMemory Size M=100002023.120.6243
GSA + CCL-DCMemory Size M=50002023.120.6385
DER++ + CCL-DCMemory Size M=100002023.120.6448
OnProMemory Size M=20002023.120.6469
ER + CCL-DCMemory Size M=50002023.120.6479
GSAMemory Size M=20002023.120.6687
ERMemory Size M=50002023.120.7162
DER++Memory Size M=100002023.120.7251
DER++ + CCL-DCMemory Size M=50002023.120.7315
DER++Memory Size M=50002023.120.7328
GSA + CCL-DCMemory Size M=20002023.120.8008
ER + CCL-DCMemory Size M=20002023.120.8113
ERMemory Size M=20002023.120.85
DER++ + CCL-DCMemory Size M=20002023.120.8716
DER++Memory Size M=20002023.120.8779