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ResearchFormerly WizWand

Class-incremental Learning on CIFAR-100 Split 1.0 (test)

27.99AccuracyInfluenceCL
7.408412.751718.09523.4383Apr 20, 2023
Updated 8mo ago

Evaluation results

MethodLinks
InfluenceCLMemory Size (m)=1000, Method Category=IF2023.0427.99-64.56
MetaSPMemory Size (m)=1000, Method Category=IF2023.0425.72-68.69
GEMMemory Size (m)=1000, Method Category=Non-IF2023.0422.79-68.32
Vanilla IFMemory Size (m)=1000, Method Category=IF2023.0422.75-72.56
InfluenceCLMemory Size (m)=500, Method Category=IF2023.0421.15-73.24
MetaSPMemory Size (m)=500, Method Category=IF2023.0419.28-76.13
GMEDMemory Size (m)=1000, Method Category=Non-IF2023.0418.67-76.23
GSSMemory Size (m)=1000, Method Category=Non-IF2023.0417.87-76.04
ERMemory Size (m)=1000, Method Category=Non-IF2023.0417.56-77.52
ER-MIRMemory Size (m)=1000, Method Category=Non-IF2023.0417.56-77.59
Vanilla IFMemory Size (m)=500, Method Category=IF2023.0417.49-77.54
GEMMemory Size (m)=500, Method Category=Non-IF2023.0415.91-77.07
GDUMBMemory Size (m)=1000, Method Category=Non-IF2023.0415.75—
GMEDMemory Size (m)=500, Method Category=Non-IF2023.0414.56-80.68
GSSMemory Size (m)=500, Method Category=Non-IF2023.0414.01-80.02
ERMemory Size (m)=500, Method Category=Non-IF2023.0413.75-81.64
ER-MIRMemory Size (m)=500, Method Category=Non-IF2023.0413.49-82.09
GDUMBMemory Size (m)=500, Method Category=Non-IF2023.0411.11—
HALMemory Size (m)=1000, Method Category=Non-IF2023.0410.59-63.86
A-GEMMemory Size (m)=500, Method Category=Non-IF2023.049.31-85.18
A-GEMMemory Size (m)=1000, Method Category=Non-IF2023.049.27-84.88
HALMemory Size (m)=500, Method Category=Non-IF2023.048.2-65.7