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ResearchFormerly WizWand

Continual Learning on CIFAR100 10-task sequential (test)

92.15AccuracyLoDA + CA
47.37859.001570.62582.2485May 19, 2023Nov 4, 2023Apr 21, 2024Oct 7, 2024Mar 25, 2025Sep 10, 2025Feb 27, 2026
Updated 8mo ago

Evaluation results

MethodLinks
LoDA + CAFeature Replay=true2026.0292.15
MACILFeature Replay=true2026.0291.94
SSIATFeature Replay=true2026.0291.35
SLCAFeature Replay=true2026.0291.26
DIAFeature Replay=true2026.0290.8
LoDAFeature Replay=false2026.0290.47
VQ-PromptFeature Replay=true2026.0290.27
CoSOFeature Replay=false2026.0288.77
LoRA-P&MFeature Replay=false2026.0288.45
SD-LoRAFeature Replay=false2026.0288.01
PLANFeature Replay=false2026.0287.54
Bi-LoRAFeature Replay=false2026.0287.46
DualPromptFeature Replay=false2026.0286.93
InfLoRAFeature Replay=false2026.0286.75
DualPromptMemory=0, Expansion Scheme=Method-12023.0586.5
DualPromptMemory=0, Expansion Scheme=Method-22023.0584.1
L2PFeature Replay=false2026.0284.06
CODAPromptFeature Replay=false2026.0283.21
AttriCLIPMemory=02023.0581.4
ARIMemory=2000, Expansion Scheme=Method-12023.0580.9
ARIMemory=2000, Expansion Scheme=Method-22023.0579.7
CoOpMemory=1000, Expansion Scheme=Method-12023.0567.6
CoOpMemory=1000, Expansion Scheme=Method-22023.0567.6
Continual-CLIPMemory=02023.0566.7
iCaRLMemory=2000, Expansion Scheme=Method-12023.0549.5
iCaRLMemory=2000, Expansion Scheme=Method-22023.0549.1