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ResearchFormerly WizWand

Continual Learning on CIFAR-100 Si-Blurry (test)

80AAUCMVP-R+L.M.
17.298433.576749.85566.1333Mar 23, 2024Aug 4, 2024Dec 17, 2024Apr 30, 2025Sep 12, 2025Jan 24, 2026Jun 8, 2026
Updated 5mo ago

Evaluation results

MethodLinks
MVP-R+L.M.Buffer Size=2,0002026.0680—84.17
MVP-RBuffer Size=2,0002026.0678.16—84.1
MVP-R+L.M.Buffer Size=5002026.0677.9—79.71
MVP-RBuffer Size=5002026.0676.41—80.73
CLIBBuffer Size=2,0002026.0671.53—72.09
MVP+L.M.Buffer Size=02026.0669.86—63.06
ERBuffer Size=2,0002026.0669.86—71.81
CLIBBuffer Size=5002026.0669.68—67.16
MVPBuffer Size=02026.0668.18—64.7
ERBuffer Size=5002026.0665.57—60.68
MVP-RMem Size=2000, EFCIL=false, Backbone=DeiT-S/16, Si-Blurry setting=rp=50%, rb=10%2024.0360.6257.5864.3
GACLMem Size=0, EFCIL=true, Backbone=DeiT-S/16, Si-Blurry setting=rp=50%, rb=10%2024.0357.9956.2470.31
L2PBuffer Size=02026.0657.08—41.63
MVP-RMem Size=500, EFCIL=false, Backbone=DeiT-S/16, Si-Blurry setting=rp=50%, rb=10%2024.0356.253.6155.35
ERMem Size=2000, EFCIL=false, Backbone=DeiT-S/16, Si-Blurry setting=rp=50%, rb=10%2024.0356.1753.855.6
LwFBuffer Size=02026.0655.51—36.53
EWC++Mem Size=2000, EFCIL=false, Backbone=DeiT-S/16, Si-Blurry setting=rp=50%, rb=10%2024.0353.3150.9552.55
RMBuffer Size=2,0002026.0653.27—65.51
RMMem Size=2000, EFCIL=false, Backbone=DeiT-S/16, Si-Blurry setting=rp=50%, rb=10%2024.0353.2252.9955.25
SLDAMem Size=0, EFCIL=true, Backbone=DeiT-S/16, Si-Blurry setting=rp=50%, rb=10%2024.035350.0961.79
ERMem Size=500, EFCIL=false, Backbone=DeiT-S/16, Si-Blurry setting=rp=50%, rb=10%2024.0351.5948.0344.09
Linear ProbingBuffer Size=02026.0649.69—23.07
EWC++Mem Size=500, EFCIL=false, Backbone=DeiT-S/16, Si-Blurry setting=rp=50%, rb=10%2024.0348.3144.5640.52
EWC++Buffer Size=2,0002026.0647.75—46.93
MVPMem Size=0, EFCIL=true, Backbone=DeiT-S/16, Si-Blurry setting=rp=50%, rb=10%2024.0345.0744.9339.94
L2PMem Size=0, EFCIL=true, Backbone=DeiT-S/16, Si-Blurry setting=rp=50%, rb=10%2024.0342.6839.8928.59
DualPromptMem Size=0, EFCIL=true, Backbone=DeiT-S/16, Si-Blurry setting=rp=50%, rb=10%2024.0341.3438.5922.74
RMMem Size=500, EFCIL=false, Backbone=DeiT-S/16, Si-Blurry setting=rp=50%, rb=10%2024.0341.0738.132.66
RMBuffer Size=5002026.0640.86—23.94
LwFMem Size=0, EFCIL=true, Backbone=DeiT-S/16, Si-Blurry setting=rp=50%, rb=10%2024.0340.7138.4927.03
EWC++Buffer Size=5002026.0634.54—25.62
FinetuningBuffer Size=02026.0619.71—10.42